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PSTRYK: Smart Electricity and Dynamic Pricing in Poland

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PSTRYK: Smart Electricity & Dynamic Energy Pricing in Poland Jacek Szlendak

The Polish energy tech pioneer PSTRYK is redefining how consumers buy electricity by offering real-time dynamic pricing, smart app-driven management, and an integrated trading model.

Can you briefly introduce PSTRYK and tell us how the idea for building a technology-driven energy company first came about?

Pstryk is a Polish energy tech company that sells households electricity at real hourly market prices, with a mobile app that helps them act on those prices: shift consumption to cheaper hours and get the most out of rooftop solar, heat pumps and EVs. We were founded in 2024 and operate across Poland.

The starting point was a simple observation: banking and telecoms went through their consumer revolutions years ago. Energy is the last major industry still waiting for its paradigm shift. In Poland, the way households buy electricity hadn’t changed for generations: flat tariffs, zero transparency, zero control. Meanwhile, all the technology needed to do it differently already existed. Someone just had to be stubborn enough to enter the market everyone else preferred to complain about.

Who are the people behind PSTRYK, and what experiences have shaped the company’s journey so far?

Our team deliberately combines two worlds that rarely meet: consumer brand building and deep energy expertise. Together with Magdalena Górska-Warchoł, our CFO, we previously co-created Health Labs Care, one of Poland’s fastest-growing direct-to-consumer brands, for which we received the EY Entrepreneur of the Year award in 2022. Earlier, we worked together on Perfect Gym Solutions, a Polish technology company that went international. Leszek Jastrzębski, Pstryk’s co-founder and a technology investor, leads strategy. The regulated side of our group is run by Mirosław Bieliński, former CEO of ENERGA, one of Poland’s largest utilities, with decades of experience in regulated energy markets.

That mix is the point. We believe the energy market has lacked one skill above all: building products and brands that genuinely follow customers’ needs. That is exactly what consumer-brand founders bring.

What is PSTRYK’s long-term vision, and how do dynamic electricity pricing and technology help you achieve it?

Our mission is to move Polish consumers from being passive energy buyers to informed participants who decide when and how they use electricity. Long term, we see Pstryk as the missing link between households and the energy system. Our lead investor, Future Energy Ventures, called it “the type of neo-utility that will define the next decade of energy innovation”, and we fully subscribe to that direction.

Dynamic pricing is the engine of this vision. Once your electricity price follows the real market, every home device, from solar panels to an EV charger, turns from a cost into an asset you can optimise. Technology makes that optimisation effortless.

Who is your primary target audience, and what challenges are you solving for households and prosumers?

Our sweet spot is households consuming around 10,000 kWh a year: homes with rooftop PV, a heat pump and an electric car, versus a Polish median of 2,000–2,500 kWh. For these families, energy is a serious line in the household budget, and our product turns their installations into real sources of savings.

The challenge we solve is twofold. First, lack of transparency: people simply don’t know what electricity costs hour by hour. Second, lack of agency: even if they knew, flat tariffs gave them no way to act on it. We fix both.

Many consumers are still unfamiliar with dynamic electricity pricing. How do you build trust and encourage them to adopt this new approach?

Honestly, this is the hardest part of our market. Awareness that you can even switch your electricity supplier is minimal in Poland; Google searches for it number in the dozens per month. We are essentially marketing a freedom most people don’t know they have.

So we don’t start by educating about “dynamic tariffs” as a concept. We start with the bill: we show people, in plain numbers, what they actually pay and what they could pay. The app gives full visibility into prices and consumption in real time. Transparency, consistently delivered, is what builds trust.

What makes PSTRYK different from traditional energy suppliers and other companies offering dynamic tariffs?

Two things. First, we are end-to-end: we hold our own energy trading licence through our subsidiary Bankilo Obrót, we sell the electricity and we build the technology. We are not an app bolted onto someone else’s tariff. In practice, there is no other company on the Polish market offering this complete model.

Second, our DNA: we approach energy like a consumer brand, not a utility. The product has to be simple, transparent and genuinely pleasant to use, which is a sentence rarely spoken about electricity suppliers.

Your platform gives customers greater control over their energy consumption. Why is transparency so important in today’s energy market?

Household energy prices are a topic where emotions often run higher than facts, and where public debate changes direction frequently. Pstryk stays deliberately outside of that debate. We are strictly apolitical: our answer to price uncertainty is not an opinion but a number, updated every hour.

When customers see the actual market price of electricity, they can make their own decisions regardless of what is currently being discussed or promised around them. We believe an informed customer is the foundation of a healthy energy market, in any political weather.

The energy sector is evolving rapidly. What have been the biggest challenges for PSTRYK, and how have you addressed them?

The barriers to entry in our market are brutal, and that is precisely why we have effectively no end-to-end competitors. An energy trading licence in Poland takes six months to a year and requires PLN 10 million (~€2.5 million) in capital held with the regulator. The market is capital-intensive and demands patience with a regulatory environment that keeps evolving.

We addressed it the hard way: we went through the full licensing process, secured the capital, and built a group structure that pairs technology people with veterans of the regulated market. That combination is our strongest protection against competition, and it cannot be copied quickly.

How do digital tools and real-time energy insights help your customers make better decisions about their electricity usage?

The app shows the current price, the price curve for the day ahead, your live consumption, your solar production and your EV charging, all in one place and updated in real time.

On top of that, we give simple daily price guidance: use more between these hours, less between those. Increasingly, automation does the work, steering home devices to consume when electricity is cheapest. The customer doesn’t need to become an energy trader. The product does the trading logic for them.

What new products, features, or developments are currently on PSTRYK’s roadmap?

The new funding goes into three directions: deepening our technology, scaling operations and expanding the availability of our services to more households across Poland.

On the product side, our focus is increasingly on automation, making home energy assets work together intelligently without the user lifting a finger.

Where do you see PSTRYK in the next five years, and what role do you want the company to play in the future of the European energy market?

Our immediate ambition is bringing our offering to hundreds of thousands of households across Poland, a market which, in terms of household energy consumption, is as large as the rest of Central and Eastern Europe combined. There is an enormous amount to do at home.

Longer term, we want Pstryk to prove something bigger: that household flexibility, long discussed across Western Europe, can scale first in the market where prices bite hardest. If it works here, it works everywhere.

What are the three most important pieces of advice you would give to founders who want to build an innovative company in a highly regulated industry?

First: treat regulation as an ally, not an enemy. Licences, capital requirements and compliance feel like walls when you are outside. Once you are through, they become your strongest protection, because most competitors will simply never make the journey.

Second: pick a market that is hard for structural reasons, not broken ones. The most difficult markets are often the last to change, and that is exactly where the biggest change is still ahead.

Third: as in any business, hire the best people you can find, across every discipline you need. Our team brings together consumer brand and technology builders, but also veterans of the regulated energy world, and it is the combination that works: none of these perspectives would succeed here alone. Innovation gets all the headlines, but it is experience, in all its forms, that keeps the lights on.

Picturecredits Credits PSTRYK

Thank you Jacek Szlendak for the Interview

Statements of the author and the interviewee do not necessarily represent the editors and the publisher opinion again.

5U AI Raises US$3.2 Million in Pre-Seed Funding

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AI Workers: 5U AI scales freight forwarding Team picture

TECH START UP 5U AI SCALES UP NEW DIGITAL WORKFORCE PLATFORM FOR EUROPEAN FREIGHT FORWARDING TEAMS AFTER RAISING US$3.2 MILLION IN PRE-SEED FUNDING

Munich, Germany, Wednesday 28th July 2026: 5U AI, the freight Agentic AI specialist building a digital workforce platform for European freight forwarding teams, has raised US$3.2 million in pre-seed funding to scale up its software offering.

The platform uses AI Workers to manage operational tasks across air, sea, and road freight, including quoting, bookings, shipment tracking, invoice reconciliation, data entry, and routine administration.

The AI Workers capture the reasoning behind each freight decision as they work, helping teams build knowledge that can improve future processes, rather than simply automating isolated tasks.

“Freight forwarding is full of decisions that are still trapped in inboxes, spreadsheets, and people’s heads,” said Yagiz Abik, Chief Executive Officer, 5U AI.

“We are not building another chatbot that answers questions and disappears, we are building AI Workers that understand freight operations, carry out the work, and capture the reasoning behind every decision, so teams can scale their knowledge as well as their capacity.”

Investment supports product development and European expansion

The pre-seed round was led by London-based Emerge Capital and will support product development and 5U AI’s European go-to-market programme.

AI Workers automate complex freight operations

5U AI works inside existing freight systems and uses multi-agent AI trained for logistics workflows, including the complex exceptions and manual decisions that make forwarding operations difficult to automate with generic AI tools or legacy automation.

Its Context Layer records how each AI Worker reaches a decision, giving operations teams visibility over what has been done, why it has been done, and how similar decisions can be improved over time.

AI platform already deployed across Europe

The company is already live with forwarders and carriers across Europe, including with TCI International Logistics, where its AI Workers are being used across air and ocean freight operations.

5U AI expands its team

5U AI is growing its team as part of the scale-up, with plans to hire across product, engineering, operations, commercial, and customer functions.

“AI is one of the most exciting developments logistics has seen for a generation, but its value will depend on people who understand the industry and want to build practical tools that solve real operational problems,” said Abik.

“We are actively looking for people who want to join us at this early stage and help shape the next chapter of freight forwarding.”

Founded by Technical University of Munich graduates

Founded in 2025 by Technical University of Munich graduates Yagiz Abik and Fehmi Şener, 5U AI is backed by senior logistics executives, including former leaders from DHL, GEODIS, DSV, Maersk, and Ceva Logistics.

Supporting freight forwarders with Agentic AI

5U AI solutions support freight forwarders, carriers, and 3PLs that want to reduce manual administration, improve operational decision making, and scale customer service without replacing their existing systems.

Picturecredits 5U AI 

Source 5U AI 

Pstryk Secures €7 Million Series A Funding

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Pstryk expands in the energy market with dynamic pricing Picture Pstryk Board Gorska, Warchol, Bielinski, Szlendak and Jastrzebski Credits Pstryk

European energy leaders invest in Pstryk

Pstryk, a Polish technology company offering electricity based on dynamic pricing, has announced the successful closing of its €7 million Series A funding round. The investment was led by Future Energy Ventures, one of Europe’s leading venture capital funds, founded by experts from E.ON and RWE. The round also included strategic investor Axpo, one of Europe’s largest energy producers and traders. At the same time, Pstryk is announcing changes to its management board as it prepares the company for its next stage of growth.

The €7 million funding round increases Pstryk’s total funding to nearly €13.8 million. The participation of Future Energy Ventures and Axpo provides strong validation of the company’s business model and its potential to play a significant role in the transformation of Poland’s energy market. The round also included Montis, as well as existing investors ffVC, Simpact Ventures and private investors.

“Energy-retail is shifting from a one-way relationship between utilities and consumers to a dynamic system shaped by millions of prosumers. Pstryk is building the missing link between households and the energy system, helping customers optimize consumption, manage assets and participate in energy markets through a seamless digital experience. This is exactly the type of neo-utility we believe will define the next decade of energy innovation,” said Moritz Jungmann, General Partner, Future Energy Ventures.

“The energy market is experiencing one of its most interesting periods of change in years, and technology is becoming one of the key drivers of this transformation. At Axpo, our active involvement in the creation of innovative energy solutions includes investing in projects that respond to emerging market needs. So we’re particularly pleased to be supporting Pstryk, a Polish company that is addressing those needs by developing solutions that will positively affect the future of the entire sector,” said Mateusz Marczewski, Managing Director of Axpo in Poland.

Changes to Pstryk’s management board structure

Following the completion of the funding round, Pstryk is expanding its management board, combining the expertise of consumer brand builders with deep experience from the energy sector.

Joining the management board are Jacek Szlendak, who assumes the role of Chief Executive Officer of Pstryk Energy Group, and Magdalena Górska-Warchoł as Chief Financial Officer. Together, they co-created Health Labs Care, one of Poland’s fastest-growing direct-to-consumer brands, for which they received the EY Entrepreneur of the Year award in 2022. Previously, they also worked together on the development of Perfect Gym Solutions, a Polish technology company that achieved international success. They bring to Pstryk what they believe the energy market has lacked the most to date – the ability to build products and brands that genuinely address customers’ needs and preferences.

Leszek Jastrzębski, co-founder of Pstryk and a technology investor, also joins the management board, taking on the role of Chief Strategy Officer. He is responsible for business development and the monetisation of the company’s activities in the energy market.

Responsibility for the Group’s regulated business rests with Mirosław Bieliński, formerly Chief Executive Officer of Pstryk Energy Group, who is now fully focused on his role as Chief Executive Officer of Bankilo Obrót, the Group’s subsidiary responsible for its licensed energy trading business. A former CEO of ENERGA SA and a long-standing executive in the energy sector, he is concentrating on the area that requires the deepest expertise in regulated energy markets – managing regulated operations and maintaining relationships with key market participants.

Pstryk prepares for the next stage of growth

“The most difficult markets are often the last to change. In the energy sector, change is measured in decades – the way Polish households buy electricity has remained virtually unchanged for generations. It took us far less time to demonstrate that a business model based on dynamic pricing works in the Polish market and responds to real customer needs. For the first time, customers have gained a genuine alternative and greater control over their electricity bills. That phase is now behind us. Our focus is now on scaling the business, which is why we secured new funding and adapted our organisation for its next stage of development. We have built a structure that combines the capabilities required to scale a modern technology business with the expertise of people who have a deep understanding of the regulated energy market. This allows us to consistently execute our strategy of bringing our offering to hundreds of thousands of households across Poland,” said Jacek Szlendak, Chief Executive Officer of Pstryk Energy Group.

Dynamic pricing transforms household energy use

Pstryk is developing a business model that changes the way households use electricity. Instead of passively buying electricity at a fixed price, consumers can actively manage their consumption and align it with real market prices. Combined with the growing adoption of rooftop solar installations, heat pumps, battery storage systems and electric vehicles, this creates a new model of participation in the energy market. Pstryk supports this transformation by offering electricity priced according to hourly market rates, together with a mobile application that helps users make informed decisions about their energy consumption and costs.

New funding supports technology and expansion

The company will use the newly raised capital to further develop its technology, scale its operations, and expand the availability of its services to more households across Poland.

Picture Pstryk Board Gorska, Warchol, Bielinski, Szlendak and Jastrzebski Credits Pstryk

Source Picture and Text Pstryk

EV Battery Warranty: AVILOO Launches Independent Battery Warranty in Norway and Denmark

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Baterry Warranty Certificat AVILOO has expanded its EV Battery Warranty to Norway and Denmark, giving used electric vehicle buyers access to an independent, financially backed battery warranty based entirely on objective battery diagnostics. The expansion strengthens buyer confidence and further extends AVILOO's growing presence across Europe's leading EV markets.

AVILOO has expanded its EV Battery Warranty to Norway and Denmark, giving used electric vehicle buyers access to an independent, financially backed battery warranty based entirely on objective battery diagnostics. The expansion strengthens buyer confidence and further extends AVILOO’s growing presence across Europe’s leading EV markets.

Key Takeaways

  • AVILOO has expanded its EV Battery Warranty to Norway and Denmark, enhancing buyer confidence in used electric vehicles.
  • The warranty offers a financially backed guarantee based on independent battery diagnostics, rather than manufacturer claims.
  • If a battery’s health falls below a determined limit, buyers can receive compensation of 23,000 kr in Denmark or 34,000 kr in Norway.
  • The warranty utilises the AVILOO FLASH Test, a quick battery health check covering 96% of EV models on the road.
  • This expansion adds Norway and Denmark to a list of markets including the UK, Germany, and the Netherlands where the warranty is already available.

Now Available in Norway and Denmark

AVILOO Battery Warranty now available in Norway and Denmark

Industry-first, financially backed EV battery warranty extends into two more European markets

Oslo/Copenhagen, 20th July 2026 – AVILOO, the global leader in independent EV battery diagnostics, today announced that is now available to used EV buyers in Norway and Denmark.

The AVILOO Battery Warranty gives buyers of used electric vehicles a genuine, financially backed guarantee on battery health, based entirely on independent diagnostic data rather than manufacturer claims.

EV Battery Warranty Powered by Independent Battery Diagnostics

For each vehicle, AVILOO uses its global diagnostics database to calculate an individual State of Health limit – the minimum the battery must maintain at 20,000 kilometres within the one-year warranty period. If the battery falls below that limit, buyers receive 23,000 kr in compensation in Denmark, or 34,000 kr in Norway, plus a full refund of FLASH Test costs.

The warranty is built on the AVILOO FLASH Test, a three-minute, manufacturer-neutral battery health check that assesses real battery capacity, thermal management and charging performance, covering 96% of EV models currently on the road.

Norway and Denmark add to the growing list of European markets where the warranty is already available, including the UK, Germany, the Netherlands, Finland, Austria, Belgium, Ireland, Switzerland, France and Sweden.

AVILOO Expands Protection for Used EV Buyers

Marcus Berger, CEO of AVILOO, said:

“Norway and Denmark are two of the most mature EV markets in the world, so bringing the Battery Warranty here is a natural next step. Buyers deserve real certainty on the single most expensive part of their car, backed by data, not guesswork. This is about giving Nordic dealers and drivers the same level of protection and trust we’ve already built across the rest of Europe.”

Is an EV battery warranty worth it when buying a used electric vehicle?

An EV battery warranty helps reduce the financial risk associated with buying a used electric vehicle by providing protection for the vehicle’s most expensive component. Independent battery diagnostics also give buyers greater transparency about the battery’s actual condition.

What is included in the AVILOO EV Battery Warranty?

The AVILOO EV Battery Warranty provides financial compensation if the battery’s State of Health falls below the individually calculated warranty threshold during the one-year warranty period. The warranty is based on the independent AVILOO FLASH Test and objective battery health data.

Which electric vehicles are covered by the AVILOO FLASH Test?

The AVILOO FLASH Test supports approximately 96% of all electric vehicle models currently on European roads. It evaluates battery capacity, thermal management and charging performance independently of the vehicle manufacturer.

Is Holyvolt Europe’s answer to battery independence?

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Holyvolt battery manufacturing with screen-printing Mathias Ingvarsson CEO und Co Founder Holyvolt

Holyvolt is transforming battery manufacturing with a proprietary water-based screen-printing process designed to reduce costs, simplify production and support more sustainable battery manufacturing across Europe and North America

What was the founding insight behind Holyvolt – what gap in the market did you see that others were missing?

The way batteries are made hasn’t really changed since lithium-ion was first used in consumer electronics back in 1991. Slot-die coating and toxic, NMP-based wet slurries are still the industry standard, and there’s limited further development potential in that process. You can’t build a lasting advantage using the same manufacturing approach as everyone else.

Our founding insight was that the real constraint on cost, sustainability and flexibility was the manufacturing process rather than the chemistry. So, we built our own proprietary, water-based screen-printing process, drawing on more than 20 years of screen-printing and battery R&D.

You’ve replaced slot-die coating with a screen-printing process that eliminates toxic NMP solvents. What does that actually mean in practice – how much shorter are your drying ovens, and how much capex/footprint does it save versus conventional lines?

In practice, it changes the shape of the factory. Conventional slot-die coating flows a thin, solvent-based slurry onto the current collector. We press a high-solid-content, water-based paste onto it instead, building it up layer by layer. Because the paste has a much higher solid content, drying is far quicker, so our ovens run at around 20-30 metres, compared with 80-100 metres for solvent-based lines.

And because there’s no NMP in our technology, we’re able to remove entire stages of the process and simplify the factory layout. There’s no solvent vapour capture equipment, no filtration loop, and no hazardous chemical recycling infrastructure to build or run. That means smaller buildings, lower construction costs and lower energy consumption. And because NMP is toxic and highly flammable, our approach is safer and more sustainable. Our modular architecture also means we can add capacity incrementally, rather than committing to gigafactory-scale CAPEX before we’re ready.

How does Holyvolt’s screen-printing technology work, and what makes it more capable than what an OEM’s existing wet-slurry manufacturing line can do?

Where a wet-slurry line flows a thin slurry onto the collector, we use high-precision, high-pressure screen printing to press a thicker, water-based paste on, layer by layer, in a tightly controlled process.

That approach opens up capabilities a wet-slurry line doesn’t have. We can build multilayer electrodes, combining materials with different performance characteristics within the same electrode. We can microstructure electrodes to improve rate performance without sacrificing energy density. Design freedom is significantly greater too, which means it’s much simpler for us to produce bespoke shapes for specialised applications, rather than just traditional form factors.

We’ve also overcome the historical problems with water-based cathode production, such as cracking and reduced energy density, so our NMC cells are demonstrating competitive performance. We can print thicker electrodes too, giving a higher ratio of active to passive material, which again improves energy density, and because our tooling is quicker to modify than slot-die equipment, we’re not locked into a single slurry formulation the way conventional lines are.

Who are your primary customers – is it two-wheeler, robotics and drone makers, defence, or eventually EV OEMs – and how has working with Holyvolt changed their approach to sourcing battery cells?

Our near-term focus is short-cycle applications – two-wheelers, robotics and drones – which typically have a one-to-two-year validation window, compared with five-plus years for automotive. That lets us prove the technology before moving into longer-cycle applications. EV OEMs follow once we’ve demonstrated operational excellence at prototype scale.

What changes for these customers is the basis on which they’re sourcing. Rather than starting with an off-the-shelf cell format and designing the product around it, customers can specify the shape and performance they actually need first, because our process can be built around that specification rather than the other way round.

And because our lower-CAPEX, modular process doesn’t require gigafactory-scale commitments, customers who might previously have been priced out of a dedicated cell programme, or forced to accept a shared, generic product, can now commission something built specifically for them.

You recently acquired Wildcat Discovery Technologies. What problem does that solve, and why was their High Throughput Platform the missing piece alongside your manufacturing tech?

If you solve manufacturing but not materials development, the bottleneck simply moves from one to another rather than disappearing altogether. That’s the gap Wildcat closes for us. Their High Throughput Platform can synthesise and screen thousands of material combinations simultaneously, reaching optimal material systems up to ten times faster than conventional R&D, and it generates terabyte-scale, structured datasets that are well suited to AI-driven materials discovery.

Combined with our screen-printing process, new chemistries can move from lab to production on a far more compressed timescale. It turns Holyvolt from a manufacturing technology company into a fully integrated battery innovator, with end-to-end capability from molecular discovery through to pilot-scale production. Wildcat’s work on cobalt- and nickel-free materials also gives us real upside on performance and cost, with supply chains anchored in Europe and North America rather than further exposure to expensive and geopolitically sensitive materials.

Western supply chain independence from Asia is a growing priority, but scaling new battery manufacturing remains a barrier. How significant is that problem, and how does Holyvolt help solve it?

It’s a significant challenge. In October 2025, China’s Ministry of Commerce and General Administration of Customs introduced export controls on cathode and anode materials and specialised battery manufacturing equipment, highlighting how dependent global battery production remains on a concentrated supply chain. For manufacturers looking to build cell production in Europe and North America, reducing that dependence has become an increasingly important priority. This is also essential for sectors looking to build sovereign capability as a strategic imperative, such as the defence industry.

The biggest barrier to scaling new manufacturing is capital. Conventional production lines require enormous upfront investment, hazardous solvent infrastructure and long lead times before any cells are produced. Our lower-CAPEX, smaller-footprint, modular process removes much of that barrier, enabling manufacturers to establish production closer to customers without committing to a single gigafactory-scale facility. Combined with Wildcat’s materials capability, it provides a credible, world-class Western alternative for advanced battery manufacturing.

How has the industry – OEMs, Tier 1s, defence primes – responded to what Holyvolt is doing, and where do you see the greatest urgency for wider adoption?

We’re in active projects with a number of significant partners across the battery value chain who are supporting us with co-development because they see screen-printing as a genuinely differentiated technology. Our policy is not to discuss specific relationships, but the level of engagement has been encouraging. Our investors have also been a valuable sounding board.

The greatest urgency for wider adoption is where manufacturers are looking for more resilient, localised supply chains alongside cleaner, more capital-efficient production. We’re initially focused on sectors such as robotics, drones and two-wheelers because their one-to-two-year development cycles allow us to prove the technology and scale commercially.

Beyond that, we see significant demand in grid-scale energy storage and solar, where growing requirements for energy security, sustainability and alternatives to Asia-concentrated supply chains are driving interest in new manufacturing approaches.

What has been the defining milestone for Holyvolt so far – the moment you knew the business had real traction?

For me, it was completing the acquisition of Wildcat Discovery Technologies. Wildcat is the world’s leading battery materials development firm, with more than 18 years of materials development history, and bringing their High Throughput Platform together with our screen-printing process gave us genuine end-to-end capability.

It followed our recent €20 million funding round, and it felt like real validation of the strategy we set out from the beginning: proprietary process technology, paired with world-class chemistry development, proven first in sectors where we can move quickly.

Where do you see solvent-free, screen-printed battery manufacturing fitting into the broader energy transition over the next five years – and what’s Holyvolt and Wildcat’s role in shaping that?

Over the next five years, I’d expect this technology to move from where it is today; short-cycle applications such as two-wheelers, robotics and drones, into automotive-qualification volumes. I also expect it to extend beyond batteries, into thin-film solar PV, where the same process removes the need for clean rooms or vacuum processing and bypasses the polysilicon supply chain entirely.

Both battery and solar PV production are dominated by China today. The next five years will be about Europe and North America building credible, sovereign capabilities in both. That’s the role we want Holyvolt and Wildcat to play; proprietary, water-based, capital-efficient manufacturing combined with genuinely accelerated materials development, delivering clean energy technology that’s cost-effective, sustainable and independent of Asia, built on local supply chains and production rather than another layer of dependency.

Picturecredits Holyvolt

Thank you Mathias Ingvarsson for the Interview

Statements of the author and the interviewee do not necessarily represent the editors and the publisher opinion again.

Lissi GmbH secures €3.5 million: Ventech leads funding round for EUDI wallet integration

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Lissi Funding: €3.5 Million for EUDI Wallet Expansion Image: The Lissi founders, from left to right: Sebastian Bickerle, Helge Michael, and Adrian Doerk. Image credit: Lissi GmbH

Independence for Europe’s Financial Sector: Lissi GmbH secures 3.5 Million Euros led by Ventech for European, AMLR-compliant EUDI-Wallet integration

Frankfurt am Main, July 9, 2026 – Lissi GmbH, a European pioneer in the field of EUDI wallet connectivity and verifiable credentials, has successfully closed a new funding round of €3.5 million. The round is led by the European venture capital firm Ventech, joined by BM H Beteiligungs-Managementgesellschaft Hessen together with existing investors main incubator (Commerzbank Group) and Ninepointfive Ventures.

With this investment, Lissi is sending a clear signal in support of sovereign European digital identity. With investors from three EU countries – Germany, France and Belgium – and a partner network spanning the entire European Union, Lissi is positioning itself as an independent pan-European platform alternative.

The AMLR Clock Is Ticking for the Financial Sector

The timing of the financing round could hardly be more relevant. On July 10, 2027, the EU Anti-Money Laundering Regulation (AMLR) will begin to apply, accelerating demand for trusted digital identity solutions across the financial sector. As banks and financial service providers prepare for the new regulatory framework, interoperable eIDAS-compliant identity solutions are becoming increasingly important.

Already today, 90 percent of Lissi’s customers come from the financial sector. These include banks, insurance companies, payment service providers, identity verification providers and qualified trust service providers, including market leaders such as itsme and Commerzbank.

Building on this, Lissi is using the new funding to provide financial institutions with a practical solution for meeting AMLR requirements and enabling new Open Finance business models based on identity wallets.

“We won the German Federal Government’s EUDI Wallet Challenge in 2025. Based on this experience, we are further expanding our EUDI Wallet Connector Suite and have started developing our own Software Development Kit. With this, financial companies can integrate all functionalities of modern identity wallets directly into their own apps,” explains Sebastian Bickerle, CTO and Co-Founder of Lissi. “This means that in the future, any banking app can be expanded into an ID wallet in no time at all.”

Connectivity for All European Wallets

Lissi’s goal is to enable seamless interoperability between public and private EUDI Wallets across the European Union through its EUDI Wallet Connector Suite, supporting implementations in both the public and private sectors throughout all member states.

Helge Michael, CEO and Co-Founder of Lissi, emphasizes the company’s strategic direction:

“Financial institutions need solutions that integrate seamlessly into existing IT environments while giving them full control over customer data. Our platform was built specifically for these requirements: eIDAS-compliant, highly flexible, and aligned with the strict security and compliance standards of the financial sector. The trust placed in us by numerous banks and financial service providers confirms that this approach resonates strongly with the market.”

Investors Back Europe’s Digital Sovereignty

Stephan Wirries, General Partner at Ventech, said:

“We’re thrilled to back the Lissi team. Many of their competitive advantages are based on the fact that Adrian, Sebastian and Helge aren’t theorizing about bank compliance — they initially built from inside Commerzbank, which means they understand bank IT priorities at a level that is hard to attain for outsiders. Their SDK approach, turning existing banking apps into wallets that will work across all European member state markets, will help regulated customers leverage eIDAS-compliant flows even further.”

Stephan Groß, Senior Investment Manager at BM H, added:

“Lissi is an excellent example of the kind of technology company we aim to support: rooted in Hesse, built on strong domain expertise and addressing a clear European market opportunity. The team has developed a highly relevant infrastructure solution for regulated industries and has already gained the trust of important market participants. We are pleased to join Ventech and the existing investors in supporting Lissi’s next stage of growth.”

Strong Ecosystem and Proven Market Experience

Lissi has been active in the field of digital identities since 2019 and has contributed to the development of the European EUDI Wallet ecosystem from an early stage, initially as part of the Commerzbank Group.

As the lead of the IDunion research project, the company contributed to key technical components now used in European digital identity wallets. Lissi also participated in the European Large Scale Pilots EWC and POTENTIAL and continues to contribute to new standards, interoperability and technical capabilities for EUDI Wallets through the ongoing WE BUILD consortium.

“As an active contributor to various EUDI Wallet initiatives across the EU, Lissi combines close involvement in standardization with practical implementation experience. We have already completed projects with more than 30 organizations from 10 member states or are currently working with them on EUDI Wallet integrations,” says Adrian Doerk, Co-Founder and Chief Marketing Officer of Lissi.

Image: The Lissi founders, from left to right: Sebastian Bickerle, Helge Michael, and Adrian Doerk.
Image credit: Lissi GmbH

Source BM H Beteiligungs-Managementgesellschaft Hessen mbH

FIZ: What do freelancers expect from financial management today?

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FIZ: AI for freelancers and smarter financial management petr kutis founder and ceo

FIZ is a financial platform for freelancers that combines AI with automation to simplify tax and financial management for independent professionals

Could you briefly introduce FIZ and tell us how the idea came about?

FIZ is a financial assistant — effectively a neo-accountant — for freelancers and small businesses in Portugal: certified invoicing, VAT, Social Security and income tax, all automated in one app, with an AI assistant on hand for tax questions day or night. The idea is personal. As entrepreneurs ourselves, we kept hitting the same wall — accountants who speak a language you do not understand and never seem to have time for you. We felt first-hand how much of a limitation that is for people like us: people who want to build, to create, to enjoy the freedom of working for themselves — not to lose their days to bureaucracy.

That is the conviction FIZ is built on: in Portugal, going freelance should not come with a second, unpaid job as your own accountant. Yet the moment you go independent, you are hit with recibos verdes, IVA, Segurança Social and IRS, each with hard deadlines and real fines for small mistakes. So we built FIZ to make the tax side simply disappear into the background. Today more than 15,000 people in Portugal rely on it.

What vision are you pursuing with FIZ?

No freelancer should have to become a tax expert to stay compliant. We want the fiscal side of running your own business to feel invisible — handled quietly and correctly in the background, so the only time you think about taxes is when we tell you they are already done. Simplification, for us, is not hiding complexity behind a prettier screen; it is removing the work itself — filing automatically, pre-filling the numbers, surfacing what matters, and answering questions in plain language the moment they arise.

Who is FIZ primarily built for, and which challenges do you solve?

FIZ is built for Portugal freelancers, sole traders on recibos verdes, and small businesses. They are brilliant at what they do, but were never meant to be accountants. We take on the everyday stress points: issuing certified invoices correctly, knowing exactly how much VAT and Social Security to pay and when, staying ahead of IRS. And when a mistake does slip through, we shield them from it — our Escudo Fiscal (Tax Shield) protects users against fines of up to 1,500 euros. In short, we give a one-person business the same backing a large company gets from its finance department.

Why did you decide to combine invoicing, taxes and social security into one platform?

Because in real life these are not separate problems — they are one continuous stream of obligations, and the friction lives in the gaps between them. Invoicing in one tool, VAT in another, Social Security in a third, and you become the integration layer, copying numbers by hand and hoping nothing slips. Bring it all together and the data flows on its own: an invoice you issue today already knows what it means for your next VAT and IRS. That is where both the time-saving and the accuracy come from.

What makes the combination of certified invoicing, tax automation and an AI assistant unique?

Two things. First, our invoicing is officially certified by the Portuguese tax authority — AT certification no. 3041 — so it is compliant at the source, not patched up afterwards. Second, we pair that with an AI assistant that genuinely understands the Portuguese tax context: a user can ask, in their own words, how much should I set aside this quarter, and get a clear answer at midnight, no appointment required. Certified compliance, a knowledgeable assistant and full automation in one place — that is what makes FIZ feel less like software and more like an accountant in your pocket.

How important is automation in helping entrepreneurs spend less time on admin?

It is the entire point. Admin drains your energy without creating any value — every hour on it is stolen from the thing you are actually good at. Automation reverses that: the routine, deadline-driven tasks are handled for you, reliably, so your focus returns to clients and growth. For a solo business, that is not a convenience — it is what keeps the business sustainable instead of heading for burnout.

How does FIZ ensure users feel confident with their financial data?

When you hold people financial data, trust is the foundation, not a feature — and you earn it two ways. Technically, through serious security and data-protection standards around sensitive information. And through being provably correct: our official AT certification means what we do is compliant and auditable, not merely claimed. We also keep users in the loop, showing exactly what is being filed on their behalf and why. When people see the system is both secure and right, confidence follows naturally.

What have been the biggest challenges building a fintech that works with regulatory requirements?

Regulation is not a wall you clear once — it is a moving landscape you have to stay inside of continuously. Rates, rules and reporting formats change, and here a mistake is not just a bug: it can cost your user real money. So the hardest work is being effortless and rigorously correct at the same time — two goals that constantly pull against each other. Staying certified as the rules evolve only works if tax expertise and engineering sit in the same room, solving the problem together.

How do you see AI shaping the future of tax and financial management?

AI turns financial management from reactive into proactive. You used to discover a tax problem only after it happened — at filing time, or when the fine arrived. AI lets FIZ understand your situation continuously and tell you what to do before the deadline, in language you actually understand. It also collapses the distance to expert advice: questions that once needed an appointment get answered instantly. Kept honest — always grounded in the real rules — AI makes good financial guidance something every independent worker can afford, not only those who can hire a professional.

What are the next major milestones and product developments planned for FIZ?

In the near term, we are extending FIZ from the individual freelancer toward small companies — bringing the same automation to their bookkeeping, so a growing business gets the same effortless, compliant experience its founders already trust as freelancers.

What are your long-term ambitions beyond the Portuguese market?

Portugal is where we are proving the model — but the problem we solve is not Portuguese. Independent workers everywhere face the same fragmented, intimidating tax systems. So expansion is very much the plan: in 2027 we will launch in Spain, with more markets to follow — and we are already actively studying Brazil. The ambition is to bring that same your-taxes-simply-take-care-of-themselves experience to freelancers well beyond Portugal.

What three pieces of advice would you give to founders building a fintech in a highly regulated industry?

One: get close to the regulation early and treat compliance as a core product feature, not a legal afterthought — in a regulated market, being correct is your product.

Two: obsess over one specific user and one specific pain before you broaden — we went deep on the Portuguese freelancer exact fiscal routine, and that depth is what earns trust.

Three: put domain expertise and engineering on the same team from day one; in regulated fintech, the magic happens when the people who know the rules and the people who build the product solve it as one.

Picturecredits FIZ

Thank you Petr Kutis for the Interview

Statements of the author and the interviewee do not necessarily represent the editors and the publisher opinion again.

AVILOO: What’s Next for Trust in the Used EV Market?

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AVILOO: Battery Warranty and battery diagnostics for used EVs Marcus Berger CEO of AVILOO

AVILOO develops independent solutions for electric vehicle battery testing and is advancing battery diagnostics with its Battery Warranty to increase trust in the used EV market

What was the founding insight behind AVILOO – what gap in the market did you see that others were missing?

The founding insight was a structurally broken used EV market: nobody could say, with any certainty, what state a battery was actually in. Dealers, buyers, insurers – everyone was relying on a dashboard readout generated by the car’s own system, with no independent way of verifying it.

We saw a market about to scale into the tens of millions of used EVs with zero independent infrastructure behind its most expensive component. Every other part of the used car industry has independent inspection – mileage, service history, mechanical condition. EVs had nothing equivalent for the battery. That gap was the founding insight.

You’ve built the world’s largest independent EV battery diagnostics database. What does that scale actually mean in practice – how many vehicles, how many data points?

Our database holds results from over one million real-world battery tests, and it grows every day – it’s the largest independent EV battery diagnostics dataset in the world. That scale means we’re not extrapolating from a handful of lab samples; we have enough data across nearly every model, age bracket and usage pattern to build genuine degradation curves rather than guesses.

In practice, when we test a five-year-old Model 3 or a two-year-old e-Golf, we can tell you exactly where that battery sits relative to thousands of comparable vehicles – and with the recently introduced AVILOO Battery Warranty, not just what it reads today, but whether it’s ageing normally, ahead of schedule, or better than expected.

How does AVILOO’s diagnostic technology work, and what makes your data more actionable than what an OEM or dealer might already have access to?

The AVILOO FLASH Test takes three minutes and measures real capacity against the vehicle’s original energy capacity. Crucially, it isn’t a readout of what the car’s battery management system reports – which is what all other battery analytics companies do – it’s an independent SoH calculation.

BMS data is self-reported, unverified and inconsistent across brands. Ours is benchmarked against our database of comparable vehicles. That benchmarking is one of the real differentiators: an independently calculated single State of Health number tells you a lot, but compared against thousands of same-model, same-age batteries, it tells you exactly where a vehicle stands – and whether the price on the windscreen reflects that reality.

Who are your primary customers – is it fleet operators, dealers, insurers, OEMs – and how has working with AVILOO changed the way they make decisions?

Our customers span the full remarketing chain – dealer groups like Hedin and Emil Frey, leasing companies such as Ayvens and Arval, auction platforms including BCA and Cox Automotive, and OEMs like Mercedes-Benz, Volvo, Hyundai, Porsche Holding and others who use AVILOO across their European dealership networks.

What’s changed for all of them is that battery health has moved from a soft assurance to a hard number in the pricing conversation. Vehicles with a verified AVILOO certificate command higher resale prices and spend less time on the lot, because buyers no longer have to price in uncertainty. It’s turned a guessing game into a data-backed negotiation – on both sides of the table. The AVILOO Battery Warranty comes on top, at no cost for dealers or consumers.

You recently launched a Battery Warranty product. What problem does that solve, and why was reinsurance backing the missing piece?

Before the warranty, an independent diagnosis gave you a snapshot – it told you the current state of the battery but offered no protection if it degraded faster than expected after purchase. Buyers had no financial recourse. The Battery Warranty closes that gap: if State of Health falls below a guaranteed minimum threshold within 12 months or 20,000 km, the owner is compensated with 3.000 EUR.

Reinsurance was the missing piece because without it, this is just a promise. With it, it’s a contractual, financially backed guarantee underwritten by AVILOO. That’s what turns a diagnostic certificate into real protection at the point of sale – and what makes a buyer willing to pay a premium for a verified vehicle rather than discount for the uncertainty.

What have been the hardest challenges in getting the industry to trust third-party battery data, and how have you overcome that scepticism?

The instinct in an industry built around manufacturer control is to treat the BMS as the single source of truth – and to be frankly suspicious of anything external that challenges it. We didn’t overcome that through persuasion; we overcame it through proof.

We had the methodology independently validated, and then we let the results speak. When Mercedes-Benz, Volvo, Hyundai, Porsche Holding and others adopted the FLASH Test across their own dealership networks – choosing an independent measurement over their own readout – that settled the debate more cleanly than anything we could have said ourselves. Premium OEMs don’t make those decisions lightly, and the rest of the industry noticed.

The used EV market is growing fast but consumer confidence around battery health remains a barrier. How significant is that problem, and how does AVILOO help solve it?

It’s the single biggest barrier to used EV adoption right now. The battery is the most expensive component in the car – often representing 40–50% of vehicle value – and at the point of purchase it’s still a black box for most buyers. Manufacturer State of Health figures aren’t independently verified, aren’t standardised across brands, and consumers know it. That uncertainty gets priced in as a discount, which suppresses the whole market.

Our own research shows over 90% of B2B buyers cite battery transparency as decisive in the purchase decision. AVILOO addresses this on two fronts: the FLASH Test delivers an objective, independently verified SoH calculation, and the Battery Warranty backs that with real financial protection if the battery doesn’t perform as certified. Together, they give buyers something to anchor their confidence on.

How has the industry – OEMs, dealers, insurers – responded to what AVILOO is doing, and where do you see the greatest urgency for wider adoption?

The response at the premium end has been decisive. When Mercedes-Benz, Volvo, Hyundai, Porsche Holding and others choose you as their preferred third-party testing provider across their European networks, that’s not a pilot programme — that’s infrastructure adoption.

The urgency for wider rollout sits further down the chain, with mid-market dealer groups and remarketing platforms where fleet and lease returns are landing at volume and the processes haven’t kept pace. That’s where the bulk of used EV transactions will happen over the next three to five years, and where the absence of independent battery data will create the most friction — for buyers, for lenders, and for the dealers trying to move stock efficiently.

What has been the defining milestone for AVILOO so far – the moment you knew the business had real traction?

The moment that confirmed we’d built something real was when Mercedes-Benz, Volvo, Hyundai, Porsche Holding and others came in as partners. Being chosen as an independent battery testing provider across their European dealership networks told us that diagnostics wasn’t a nice-to-have – it was infrastructure these companies were prepared to build into their own standard processes.

Crossing one million real-world tests around the same period gave us something equally important: the statistical depth to back that trust with genuine confidence. Together, those two things confirmed we’d moved from a promising idea to real market infrastructure.

Where do you see battery diagnostics fitting into the broader EV ecosystem over the next five years – and what’s AVILOO’s role in shaping that?

Battery diagnostics will become as standard to the used EV transaction as mileage or service history is to a combustion car today – not a premium add-on, but expected infrastructure that dealers, lenders, insurers and platforms build their processes around.

What I expect to change is where the authoritative data comes from. The market will consolidate around independent, brand-neutral diagnostics rather than manufacturer-reported figures, because trust at scale has to be earned through transparency, not claimed through ownership. AVILOO’s role is to be that infrastructure layer – the diagnostic standard and dataset the whole ecosystem plugs into. We’re building the reliability layer the used EV market can’t function at scale without.

Picturecredits AVILOO

Thank you Marcus Berger for the Interview

Statements of the author and the interviewee do not necessarily represent the editors and the publisher opinion again.

CONTURE: Is authenticity becoming the defining trait of modern entrepreneurship?

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CONTURE: Entrepreneurs building better business

CONTURE helps entrepreneurs build successful businesses by combining education, personal growth and international experience.

What first attracted you to the Permanent Makeup industry, and how did you transform a craft into an international business operating across multiple countries?

Honestly!? It was never about makeup or tattoos. It was about the moment after…!!!
The moment someone looks in the mirror and something shifts!!! I love THAT! Not because they look different.. but because they feel more like themselves. That moment was addictive from the very beginning, and it is what kept me in this industry for over fifteen years.

I started at 18in Switzerland. No business plan. No roadmap. Just a craft, a relentless curiosity about people, and a refusal to think small!! What grew from that was organic but it was also intentional. Every time I outgrew one market, I expanded into the next. Ibiza. Barcelona. Mykonos. Dubai. Not because I followed a strategy but because I followed the demand. And demand follows quality, consistency and the ability to make people feel seen! The shift from artist to entrepreneur came when I relaxed that the work I was doing, teaching, building systems, training others had more impact than any single client appointment. That is when I stopped thinking like a craftsperson and started thinking like a founder.

You often say that beauty was never the most interesting part of your work. What have thousands of client interactions taught you about people, confidence and personal transformation?

People do not come to you for a procedure. They come to you carrying something!
A woman who has lost her eyebrows to illness. A mother who has not felt like herself in years. Someone who has been hiding behind a face they do not recognize. The technical work takes perhaps two hours. But the conversation that happens in that room… THAT is where the real work is done!!! You are part of their story.

What I have learned over thousands of interactions is this: confidence is not about looking perfect. It is about feeling congruent. When the outside finally matches something you feel on the inside, something unlocks. People stand differently. They speak differently. They make decisions they had been postponing for years. Their eyes talk with colors of happiness.

Your entrepreneurial journey spans more than fifteen years and includes both successes and setbacks. Which challenges shaped you the most as a founder, and what did you learn from them?

The challenge that shaped me most is not one I talk about easily. But it is the one that matters most in the end!

At 25, I had built everything I had dreamed of as a girl who grew up without much. A house. A business. Financial freedom I could not have imagined as a child. And then, within a short period of time, I lost all of it. I became seriously ill… at one point confined to a wheelchair. I could not work. And while I was in hospital, someone close to me who was struggling with addiction sold everything I had built. My company. My savings. Everything.

I rebuilt from a basement. Literally. I slept on an air mattress. During the day I showed up as an entrepreneur, coaching others, maintaining a presence, performing confidence I did not feel. At night I returned to that basement after 17houra work days. Two lives running in parallel! Very different. One visible, one invisible.

What that experience taught me is that resilience is not a personality trait. It is a decision you make in the hardest moment when you have every reason to stop. You either let the experience define your limits, or you let it expand them!!!

Those were not setbacks. They were lessons! And every single one of them brought me exactly here. I would never change one thing on that!

Many people give up on their ambitions when they face uncertainty or rejection. Why do you think some individuals keep moving forward while others abandon their vision?

This question has fascinated me for years. I have watched highly talented people disappear from industries they were made for, and I have watched people with far less obvious talent outlast everyone around them.

The difference is rarely skill. It is identity!

People who keep going have made their vision part of who they are, not just what they do. When you define yourself by the outcome, rejection destroys you. When you define yourself by the commitment, rejection becomes information. It tells you to adjust, not to stop.

The other factor is tolerance for discomfort. Most people retreat to certainty not because they cannot handle failure, but because they cannot handle the feeling of not knowing. The founders and artists who persist are not fearless. They are simply more comfortable sitting in uncertainty without letting it become a reason to quit.

You have rebuilt yourself and your businesses several times throughout your career. What does reinvention mean to you, and why is it such an important skill for entrepreneurs?

People often see reinvention as loss… losing a version of yourself, a business, an identity. I see it as the most honest thing an entrepreneur can do. Because the market changes. You change. The person you were when you started is never the person who finishes. If you refuse to reinvent, you end up defending a version of yourself that no longer exists.

The most important thing I have discovered about reinvention is that it requires you to let go before you know what comes next. That gap… between what was and what will be.. is where most people freeze. But that gap is also where the most important growth happens!!!

For entrepreneurs specifically, the ability to reinvent is what separates those who build something lasting from those who build something temporary. Markets shift, platforms change, industries evolve. The ones who survive are not the most talented. They are the most adaptable!!!

Today, in addition to running your academy, you mentor entrepreneurs, artists and business owners. What are the most common challenges people face when it comes to visibility, positioning and building a personal brand?

Most people I work with are not struggling because they lack knowledge or talent,they are struggling because some part of them believes they are not yet ready to be visible. Not successful enough. Not polished enough. Not certain enough. And so they wait for a moment of readiness that never arrives.

The second challenge is positioning without clarity. People try to be for everyone, and in doing so, they connect with no one. The most powerful personal brands are built on specificity – a clear point of view, a clear audience, a clear reason why you and not someone else.

And the third is consistency. Not in the sense of posting every day. But in the sense of showing up as the same person across every platform, every conversation, every piece of content. People do not follow brands. They follow people they trust. And trust is built through recognition over time.

You believe that many people spend their lives adapting to expectations rather than creating their own path. What advice would you give to those who want to break free from limiting beliefs and pursue their own vision?

Start by asking whose voice you are actually hearing when you tell yourself it is not possible.

Most limiting beliefs are not yours. They are inherited. From parents who needed you to be safe. From a culture that rewards conformity. From an industry that benefits from you staying small. When you trace the belief back to its origin, it often loses its power.

The practical advice I give is this: take one action that your limited self would not take. Not a hundred. One. Because momentum is built in small moves, and identity changes through behaviour, not through thinking.

And stop waiting for permission. No one is coming to tell you that you are ready. The permission you are waiting for has to come from you. It always did.

You are currently preparing the next international chapter of your business and life. What are your goals for the future, and what motivates you to keep pushing beyond your comfort zone after so many years of entrepreneurship?

What motivates me is the same thing that motivated me at eighteen. I want to build something that did not exist before I arrived.

The next chapter is international in the deepest sense … I am expanding CONTURE beyond the markets I know well, building an educational platform that can serve entrepreneurs and artists across borders, and stepping into spaces I have not occupied before. The UK is part of that vision one day for sure!!!

After fifteen years, the comfort zone I am pushing against is no longer about fear of failure. It is about the temptation to stay where I am already respected, already known, already comfortable. That kind of comfort is the most dangerous because it does not feel like limitation. It feels like success.

What keeps me moving is a simple question I ask myself regularly: if I stayed exactly where I am, would I regret it in ten years? The answer is always yes. And that is enough!!!!

Looking back on your journey so far, what message would you like to share with aspiring entrepreneurs who are just beginning to build a life and business on their own terms?

The path you are imagining probably will not look like the path you actually walk my loves! And that is not a failure of planning. That is the nature of building something real.

Be honest about what you actually want andf not what looks impressive, not what others expect, not what seems realistic. What do you actually want? Start there, and let that be your compass even when everything around you changes!!

Find your tolerance for discomfort and stretch it to the fullest!The entrepreneurs who last are not the ones who never struggle. They are the ones who have learned to keep moving while struggling.

remember this: The world does not need another perfect founder. It needs real ones.

I eish u a wonderful start into this week. I am absolutely excited about that.

Picturecredits Ilaria Perrella

Thank you Ilaria Perrella for the Interview

Statements of the author and the interviewee do not necessarily represent the editors and the publisher opinion again.

What Makes Chance AI Different From Other AI Applications?

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Chance AI: Visual Agent and Visual AI for Everyday Life Xi Zeng founder CEO Chance AI

Chance AI is building a Visual Agent that helps people understand the world around them through AI, combining Visual AI with meaningful context and real-world interaction.

Could you please introduce yourself and tell us the story behind Chance AI?

I’m Xi Zeng, founder and CEO of Chance AI. My background sits at the intersection of design, consumer technology, and cognition. Before starting Chance, I worked across OnePlus, OPPO, and ByteDance, building products that lived somewhere between hardware, software, and human behavior. Before industry, I did a PhD focused on how people understand the world through perception and meaning.

The story behind Chance AI started with a simple frustration: AI had become very good at talking, but not very good at helping people understand the real world around them. Most products assumed the interaction should begin with a question. But in life, that’s usually not how curiosity starts. You see something first, then you want to understand it.

That insight turned into what we now call a Visual Agent. Chance AI is built around the idea that the camera should not just capture images — it should become a gateway to context, meaning, and action. That is why our core loop is so simple: Snap → Know → Do → Share.

Dr. Xi Zeng, how did your experiences at OnePlus and ByteDance influence the creation of Chance AI?

OnePlus taught me something very important about product design: great technology should feel powerful, but never heavy. It should reduce friction, not add it. That philosophy stayed with me. It’s one reason Chance AI is camera-first and friction-light — no complicated setup, no prompt box at the centre, just point and understand.

ByteDance gave me a different lesson. It showed me both the strength and the limitation of text-first AI. I saw how powerful chat-based systems could be, but I also felt very clearly that they were still downstream from how people actually encounter the world. In reality, people do not start with a prompt. They start with attention. That gap became impossible for me to ignore.

So in a way, OnePlus taught me simplicity, and ByteDance showed me the limits of the current AI paradigm. Chance AI sits at the intersection of those two lessons.

What inspired you to build a visual AI agent that goes beyond traditional image recognition?

The short answer is that image recognition was never enough.

Recognition tells you what something is. But most of the time, that is not the real user need. What people actually want is context. Why does this object matter? Why does this design feel right? What is the story behind this? What should I do next?

That is why we never wanted to build just another visual search tool. We wanted to build something closer to an interpretation layer — an AI system that helps people move from seeing to understanding.

A big early signal for us came from a side project I built for an exhibition. We didn’t have the budget to run a full-time guide team, so I built a simple AI guide app. What surprised me was that after the exhibition ended, people kept using it anyway — on buildings, toys, flowers, everyday objects. That was when I realised we were not building a guide for one event. We were seeing a new human behavior: people wanted a way to use AI to understand the visual world around them.

Chance AI aims to turn sight into insight. What does this vision mean in practice, and how do you plan to achieve it?

“Turn sight into insight” means moving from raw visual input to something more meaningful.

In practice, that means Chance does not stop at labeling an object or returning links. We want the system to explain what you are looking at, why it matters, and what your next step could be. Sometimes that next step is learning more. Sometimes it is saving, comparing, translating, buying, or sharing. But the key is that the product should help users cross the gap between noticing and understanding.

The way we achieve that is by building around the full interaction, not just the model output. We think a lot about the complete loop — how fast the camera opens, how quickly the system understands the scene, how structured the answer feels, what action comes next, and how that moment can become memory or social value later.

That is why we do not define Chance as “AI camera” or “image search.” We define it as a Visual Agent.

How does Chance AI help users better understand the world around them compared to conventional visual search tools?

Most visual search tools solve a relatively narrow problem: identify the thing and send the user somewhere else.

Chance is built around a different question: once a person notices something, how do you help them make sense of it in context?

So instead of just returning a label or a shopping link, Chance tries to provide explanation, story, background, visual logic, and the next step. It is less “this is a chair” and more “this is why this chair feels distinctive, what design language it belongs to, and what you might want to do with that understanding.”

That difference may sound subtle, but it changes the entire product. We are not trying to build a better lookup tool. We are trying to build a system that helps users form judgment. That is why our language internally is less about recognition and more about interpretation.

Who is the primary target audience for Chance AI, and what needs are you addressing for these users?

Our earliest and strongest audience is younger, visually native users — especially Gen Z users who already use their camera as part of how they think, shop, travel, create, and express themselves. Externally, we often describe them as exploration-minded, female-leaning, and strongest in North America, Europe, and Japan.

What makes them especially relevant is that they do not treat visuals as “content” only. For them, visuals are part of decision-making. They use images to decide what to wear, what to buy, what to post, where to go, and how to understand the world around them. That means the product is not addressing just one need. It is addressing a cluster of related needs: understanding, judgment, taste, memory, and self-expression.

In a way, Chance is not just helping them know more. It is helping them orient themselves better.

What makes Chance AI unique in the rapidly growing field of AI-powered visual applications?

I think there are three things.

First, our product starts from a different assumption: that vision is not an add-on to AI, but the primary entry point for many real-world interactions.

Second, we focus on the interpretation layer. We are not trying to stop at identification. We are trying to move from what something is, to why it matters, and what should happen next.

Third, we are building not only a tool, but a system that can grow into memory, collections, and community. That is important, because the long-term value of a product like this is not just one answer — it is the relationship that forms over time around what a user notices, saves, revisits, and shares.

That is why we believe Chance is not just part of the visual AI trend. It points to a broader category shift.

Providing meaningful explanations in around two seconds across 17 languages is an impressive achievement. What were the biggest technical challenges in making this possible?

The biggest challenge was not just speed. It was doing speed and meaning at the same time.

It is relatively easy to build something that is fast but shallow, or thoughtful but slow. Our challenge was to make the interaction feel immediate enough for real life, while still delivering something richer than a simple label.

That meant solving several things at once: routing the right visual input, managing reasoning, structuring outputs, keeping latency low, and making the product work naturally across languages without losing coherence or quality. We’ve talked publicly about supporting 17 languages and introducing voice as well, but the harder part was making the experience feel simple despite the complexity underneath.

In a way, our product challenge has always been: how do you hide complexity rather than show it off?

Chance AI reached the number one position on Product Hunt. What impact did this milestone have on the company’s growth and visibility?

Product Hunt mattered a lot for us, especially early on.

It did two things. First, it gave us visibility among a very high-signal audience — early adopters, builders, investors, and people who are actively looking for new product categories. Second, it gave us external validation that the idea resonated beyond our own intuition. We were not just building something we personally found compelling; there was real outside interest.

But what mattered even more than ranking first was what happened afterward. Product Hunt helped make the category legible. It made it easier for people to see that Chance was not just another AI app, but a different kind of interaction model. And that visibility has helped with talent, investors, users, and media.

What have been the most valuable lessons you and your team have learned since launching Chance AI?

One big lesson is that category clarity matters as much as technology. If people misunderstand what you are building too early, they stop looking closely.

Another lesson is that real user behavior is far more valuable than compliments. Interesting is not enough. What matters is whether people come back, whether they use the product in real life, and whether it starts to become part of how they move through their day.

And finally, we learned that subtraction is often the most important product move. Some of our best decisions came from removing friction — especially anything that made the experience feel too much like a chatbot. The simpler and more natural the interaction became, the more the product started to make sense.

What are the next major goals for Chance AI, and what new features or developments can users look forward to?

Our next major goal is to make the behavior stronger and more repeatable — to make Chance the default thing people open when they want to understand something they are seeing.

In terms of product, that means going deeper in three directions: better action, better memory, and better personalization. We want the system to become more useful in real-world moments, more aware of what the user has already seen and saved, and more capable of giving context that feels increasingly personal over time.

Longer term, I don’t think this ends as just an app. The app is the right place to start, but the larger vision is to build a new interface layer for AI in the real world — one that could eventually live much closer to future hardware and ambient computing.

Looking back on your entrepreneurial journey, what three pieces of advice would you give to founders building innovative AI startups today?

First, start with a real behavior, not a cool capability. Many AI products are built around what the model can do, not what people actually keep trying to do. That is usually a mistake.

Second, narrow earlier than you want to. Most early startups die from trying to be too many things. Go deep on the few behaviors that are clearly real before expanding outward.

Third, do not confuse momentum with signal. Downloads, headlines, and hype can all be useful, but repeated behavior is still the strongest truth. If people come back without being reminded, you are learning something real.

Picturecredits Chance AI team

Thank you Dr Xi Zeng for the Interview

Statements of the author and the interviewee do not necessarily represent the editors and the publisher opinion again.

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