Matta's recent success highlights a growing trend in the startup world: practical solutions that tackle real-world issues in manufacturing. As a female entrepreneur who bootstrapped my own ventures, I’ve spent years studying what makes startups succeed, especially in challenging fields like AI and manufacturing. Matta, a Cambridge-born deep-tech company, is leveraging its spin-out roots to build a plug-and-play AI inspection system for global factories. With $14 million raised in seed funding, their story offers critical lessons for female founders navigating their own startup journeys.
What Matta Got Right
Firstly, simplicity is key. Matta’s product, a camera-based AI inspector that integrates with existing factory setups, is the definition of user-centric innovation. The ability to deploy their product in hours, rather than months, sets them apart in an industry notorious for its slow adoption of new technologies. Most factories fear downtime, and by addressing this concern head-on, Matta has positioned itself as a dependable option for manufacturers.
Secondly, their funding strategy is impressive. They secured broad backing from renowned investors like Lakestar and RedSeed VC, and even received grants from Innovate UK and the Royal Academy of Engineering. Balanced funding like this, combining venture capital with public grants, can reduce pressure while allowing a startup to focus on scaling effectively.
Lessons for female entrepreneurs? Think customer-first and diversify your funding network. Often, founders get swept up in their groundbreaking ideas but fail to solve real problems tangibly and rapidly.
Key Stats on Manufacturing and AI
Let’s paint the bigger picture. According to recent research, global smart manufacturing investments are expected to hit $600 billion by 2030. Yet, even today, labor shortages and rising energy costs are driving businesses to adopt technologies like Matta’s that offer efficiency without an overhaul of existing systems.
Female founders, this is an important takeaway: investing in industries or niches with exponential growth opens doors to major funding opportunities. Especially in sectors actively searching for solutions, like automation in manufacturing, your odds of success rise significantly.
5 Steps to Build a Fundable Deep-Tech Startup
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Find Real Pain Points: Dig into industries with unmet needs. Matta identified weak links in quality inspection on factory floors, where humans still perform repetitive checks. Addressing inefficiencies can make businesses eager to adopt your product.
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Build for Quick Adoption: Let’s be frank: no factory or business wants something complex that requires lengthy training for their staff. Whether you’re creating tech tools or service platforms, make usability your #1 design focus.
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Combine AI with Industry Expertise: Learning AI isn't enough, understand the domain deeply. Sebastian Pattinson and Douglas Brion’s academic backgrounds helped them bring credibility to Matta’s vision. If you're aiming for STEM startups, enhance your skills in both the tech and the application area.
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Create a Funding Mix: Grants are gold, especially for early-stage female founders. Begin exploring resources like Innovate UK or EU structural funds. Combine these with targeted pitches to venture capitalists who understand the space you’re operating in.
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Scale Methodically: While it’s tempting to rush expansion, focusing first on market fit in two or three regions ensures you don’t stretch expenses unnecessarily. Matta’s focus on both European and U.S. factories is a playbook worth reviewing.
Common Mistakes to Avoid
When looking deeper into longer-lasting startups, a pattern emerges, those founded on overcomplicated ideas often collapse. Here are common pitfalls I’ve seen among early-stage entrepreneurs:
- Ignoring Scaling Costs: If your product works brilliantly for a small factory but fails in larger installations, you’ll find adoption hurdles hard to overcome.
- Overpricing Early Products: Complex AI systems may have high development costs, but pricing yourself out of your target market too early can kill momentum.
- Missing Domain Knowledge: Many startups jump into AI without understanding the industry they wish to change. Be the founder who knows the problem better than the investors do.
Female Founder Lessons for Europe
As a serial entrepreneur, I recognize how daunting it is to build credibility in industries dominated by large players. Here are actionable insights for female entrepreneurs:
- Leverage Coaching: Groups like Women’s Startup Lab offer invaluable mentorship through early hurdles.
- Network Across Borders: Invest time in connecting internationally. European founders often undervalue how collaborations in the U.S., Asia, or Australia can elevate their game.
- Be Intentional with Grants: Public funding in Europe is accessible but highly bureaucratic. Dedicate time to learn how grants work and build relationships with organizations like EU IPO or WIPO.
- Harness Local Hubs: Startups thrive when plugged into regional hubs like Yes! Delft or Brightlands, where tech-centric growth receives consistent support.
Closing Thoughts for Female Founders
Matta’s story is a reminder that deep-tech is no longer solely a man’s domain. With academic roots, strategic funding, and products focused on solving niche inefficiencies, they represent what a startup can achieve when execution matches vision. Female founders, this could be an incredible source of inspiration for your own ventures. Stay adaptable and curious, ready to innovate in spaces often overlooked.
Remember, it’s easier to bootstrap a business if you’re solving actual problems and aiming at contributing to industries in flux, whether it’s manufacturing, health, education, or beyond. Learn from Matta’s journey and prioritize simplicity, scalability, and speed, qualities no investor will ever ignore.
FAQ
1. What product has Matta developed for industrial use?
Matta has developed a plug-and-play AI inspection system designed for factory use. The system leverages computer vision to perform tasks like quality control, anomaly detection, and real-time diagnostics. Learn more about Matta's plug-and-play AI system for factories
2. How quickly can Matta’s AI system be deployed in factories?
Matta’s AI inspection system can be deployed and operational within hours, minimizing disruption to factory workflows. Read about Matta's ease of deployment
3. Who are Matta’s primary investors in their $14M seed funding round?
Matta’s funding round was led by Lakestar, with additional backing from Giant Ventures, RedSeed VC, InMotion Ventures, and others. Learn about Matta's funding and investors
4. What industries is Matta targeting with its AI inspection system?
Matta’s AI technology is designed for industries like electronics, automotive, defense, and apparel, focusing on factories primarily in Europe and the U.S. Check out Matta's industry applications
5. What makes Matta’s product user-centric for factories?
Matta’s inspection system integrates with existing factory setups without requiring major overhauls, focusing on fast usability and immediate productivity gains. Learn more about Matta's user-centric approach
6. Who founded Matta, and what is the company’s origin?
Matta was co-founded by Douglas Brion and Sebastian Pattinson as a spin-out from the University of Cambridge in 2022. Discover Matta's origins and founders
7. What is Matta’s long-term vision for its AI systems in manufacturing?
Matta aims to enable autonomous, end-to-end manufacturing systems that can self-regulate and evolve output efficiency. Learn about Matta's long-term vision
8. How does Matta’s AI system address labor shortage challenges in manufacturing?
Matta’s AI mimics human intuition to perform repetitive tasks, easing the growing burden caused by labor shortages within the manufacturing sector.
9. How does public grant funding play a role in Matta’s operations?
Matta received public grants from Innovate UK and the Royal Academy of Engineering, complementing its venture capital funding for scaling its manufacturing AI systems. Learn about Matta's grant funding strategy
10. What trends in manufacturing align with Matta’s product development?
Matta’s system aligns with industry trends like the adoption of autonomous technologies, rising energy costs, and the need for quality control enhancements in manufacturing. Read more about manufacturing trends and Matta's innovation
About the Author
Violetta Bonenkamp, also known as MeanCEO, is an experienced startup founder with an impressive educational background including an MBA and four other higher education degrees. She has over 20 years of work experience across multiple countries, including 5 years as a solopreneur and serial entrepreneur. Throughout her startup experience she has applied for multiple startup grants at the EU level, in the Netherlands and Malta, and her startups received quite a few of those. She’s been living, studying and working in many countries around the globe and her extensive multicultural experience has influenced her immensely.
Violetta Bonenkamp's expertise in CAD sector, IP protection and blockchain
Violetta Bonenkamp is recognized as a multidisciplinary expert with significant achievements in the CAD sector, intellectual property (IP) protection, and blockchain technology.
CAD Sector:
- Violetta is the CEO and co-founder of CADChain, a deep tech startup focused on developing IP management software specifically for CAD (Computer-Aided Design) data. CADChain addresses the lack of industry standards for CAD data protection and sharing, using innovative technology to secure and manage design data.
- She has led the company since its inception in 2018, overseeing R&D, PR, and business development, and driving the creation of products for platforms such as Autodesk Inventor, Blender, and SolidWorks.
- Her leadership has been instrumental in scaling CADChain from a small team to a significant player in the deeptech space, with a diverse, international team.
IP Protection:
- Violetta has built deep expertise in intellectual property, combining academic training with practical startup experience. She has taken specialized courses in IP from institutions like WIPO and the EU IPO.
- She is known for sharing actionable strategies for startup IP protection, leveraging both legal and technological approaches, and has published guides and content on this topic for the entrepreneurial community.
- Her work at CADChain directly addresses the need for robust IP protection in the engineering and design industries, integrating cybersecurity and compliance measures to safeguard digital assets.
Blockchain:
- Violetta’s entry into the blockchain sector began with the founding of CADChain, which uses blockchain as a core technology for securing and managing CAD data.
- She holds several certifications in blockchain and has participated in major hackathons and policy forums, such as the OECD Global Blockchain Policy Forum.
- Her expertise extends to applying blockchain for IP management, ensuring data integrity, traceability, and secure sharing in the CAD industry.
Violetta is a true multiple specialist who has built expertise in Linguistics, Education, Business Management, Blockchain, Entrepreneurship, Intellectual Property, Game Design, AI, SEO, Digital Marketing, cyber security and zero code automations. Her extensive educational journey includes a Master of Arts in Linguistics and Education, an Advanced Master in Linguistics from Belgium (2006-2007), an MBA from Blekinge Institute of Technology in Sweden (2006-2008), and an Erasmus Mundus joint program European Master of Higher Education from universities in Norway, Finland, and Portugal (2009).
She is the founder of Fe/male Switch, a startup game that encourages women to enter STEM fields, and also leads CADChain, and multiple other projects like the Directory of 1,000 Startup Cities with a proprietary MeanCEO Index that ranks cities for female entrepreneurs. Violetta created the "gamepreneurship" methodology, which forms the scientific basis of her startup game. She also builds a lot of SEO tools for startups. Her achievements include being named one of the top 100 women in Europe by EU Startups in 2022 and being nominated for Impact Person of the year at the Dutch Blockchain Week. She is an author with Sifted and a speaker at different Universities. Recently she published a book on Startup Idea Validation the right way: from zero to first customers and beyond, launched a Directory of 1,500+ websites for startups to list themselves in order to gain traction and build backlinks and is building MELA AI to help local restaurants in Malta get more visibility online.
For the past several years Violetta has been living between the Netherlands and Malta, while also regularly traveling to different destinations around the globe, usually due to her entrepreneurial activities. This has led her to start writing about different locations and amenities from the POV of an entrepreneur. Here’s her recent article about the best hotels in Italy to work from.
About the Publication
Fe/male Switch is an innovative startup platform designed to empower women entrepreneurs through an immersive, game-like experience. Founded in 2020 during the pandemic "without any funding and without any code," this non-profit initiative has evolved into a comprehensive educational tool for aspiring female entrepreneurs.The platform was co-founded by Violetta Shishkina-Bonenkamp, who serves as CEO and one of the lead authors of the Startup News branch.
Mission and Purpose
Fe/male Switch Foundation was created to address the gender gap in the tech and entrepreneurship space. The platform aims to skill-up future female tech leaders and empower them to create resilient and innovative tech startups through what they call "gamepreneurship". By putting players in a virtual startup village where they must survive and thrive, the startup game allows women to test their entrepreneurial abilities without financial risk.
Key Features
The platform offers a unique blend of news, resources,learning, networking, and practical application within a supportive, female-focused environment:
- Skill Lab: Micro-modules covering essential startup skills
- Virtual Startup Building: Create or join startups and tackle real-world challenges
- AI Co-founder (PlayPal): Guides users through the startup process
- SANDBOX: A testing environment for idea validation before launch
- Wellness Integration: Virtual activities to balance work and self-care
- Marketplace: Buy or sell expert sessions and tutorials
Impact and Growth
Since its inception, Fe/male Switch has shown impressive growth:
- 5,000+ female entrepreneurs in the community
- 100+ startup tools built
- 5,000+ pieces of articles and news written
- 1,000 unique business ideas for women created
Partnerships
Fe/male Switch has formed strategic partnerships to enhance its offerings. In January 2022, it teamed up with global website builder Tilda to provide free access to website building tools and mentorship services for Fe/male Switch participants.
Recognition
Fe/male Switch has received media attention for its innovative approach to closing the gender gap in tech entrepreneurship. The platform has been featured in various publications highlighting its unique "play to learn and earn" model.


