Validio raises $30 million to fix enterprise data quality for the AI era

European neurotechnology attracts growing investor interest as wellness meets wearables The intersection of neuroscience and consumer technology is emerging as one of Europe’s more compelling deep tech investment themes, as advances in brainwave entrainment, biometric integration, and auditory engineering create new commercial pathways for technologies that were previously confined to clinical research settings. With the global wellness technology market expanding rapidly, startups that can bridge the gap between peer-reviewed neuroscience and scalable consumer products are drawing increasing attention from strategic and institutional investors. Helsinki-based Audicin has raised $1.9 million (€1.6 million) to scale its real-time nervous system regulation technology across defence, healthcare, and enterprise applications. The round includes private investment, follow-on backing from Petteri Lahtela and Virpi Tuomivaara — the co-founders of Oura Health, one of Finland’s most successful consumer health companies — and a grant from Business Finland through its Deep Tech Accelerator programme. The capital brings Audicin’s total funding to approximately $3 million. Oura Health co-founders double down on brainwave entrainment technology The continued involvement of the Oura Health co-founders is a notable signal for Audicin’s commercial trajectory. Oura, which pioneered the smart ring category and has become a global standard in passive health monitoring, provides both a strategic reference point and a potential integration pathway for Audicin’s technology. The follow-on investment suggests that the Oura founders see material alignment between Audicin’s nervous system regulation capabilities and the broader ecosystem of wearable health devices. Audicin’s technology draws on brainwave entrainment, music neuroscience, and auditory engineering to deliver audio-based interventions that support nervous system regulation. Unlike mindfulness applications that require active user engagement, Audicin’s approach works through passive background listening — audio sessions adapted to a user’s physiological signals play in the background while they work, commute, or rest, requiring no conscious effort from the user. The company’s SDK, Audicin for Apps, enables third-party digital health, performance, and consumer platforms to integrate the technology directly, triggered by biometric data, time of day, or in-app events. The SDK supports integration with leading wearables including Oura, Apple Watch, Garmin, and Whoop, positioning Audicin as an infrastructure-level technology rather than a standalone consumer application. From wearables to defence: a dual-use commercial strategy Founded in 2022 by an all-female team — Laura Avonius (CEO), Victoria Williamson, and Mariana Sousa Aguiar — Audicin is pursuing a dual-track commercial strategy that spans consumer wellness and restricted-access environments. A new product in development, a standalone offline Sleep Headband, targets healthcare facilities and defence settings where mobile devices are not permitted. The device delivers pre-configured recovery programmes based on low-frequency brainwave protocols without requiring a connected phone, opening addressable markets that most consumer wellness companies cannot reach. The company reports strong early commercial traction, with a €6.9 million ($8 million) sales pipeline spanning defence, athletic performance, and wellness clinic sectors. This pipeline figure, notably large relative to the company’s current funding stage, suggests that Audicin’s dual-use approach is resonating with institutional buyers who value evidence-based nervous system interventions delivered through scalable, passive technology. Finland’s deep tech ecosystem supports neuroscience commercialisation Audicin’s fundraise is emblematic of a broader trend within Finland’s deep tech ecosystem, where companies are increasingly commercialising technologies rooted in peer-reviewed scientific research. The backing from Business Finland’s Deep Tech Accelerator programme underscores the institutional support available to Finnish startups operating at the frontier of applied neuroscience. For a female-founded company operating in a sector where the gap between scientific capability and commercial product has traditionally been wide, Audicin’s progress from laboratory science to a multi-million-dollar sales pipeline in under four years represents a notable trajectory. Company: Audicin HQ: Helsinki, Finland Founded: 2022 Round: $1.9 million (€1.6 million) Key Investors: Petteri Lahtela and Virpi Tuomivaara (Oura Health co-founders), Business Finland Deep Tech Accelerator Total Funding: ~$3 million Use of Funds: Scaling technology across defence, healthcare, and enterprise applications Website: audicin.com

The creator economy meets artificial intelligence as expert monetisation platforms attract investor attention The convergence of artificial intelligence and the knowledge economy is opening new pathways for professionals and public figures to scale their expertise beyond the constraints of time and physical availability. As AI capabilities mature, a growing cohort of startups is building platforms that transform individual knowledge into persistent, interactive digital assets — creating what some in the industry are calling the “expert economy.” Tallinn-based Pickmybrain has raised $2.1 million (€1.8 million) in pre-seed funding to scale its platform that enables professionals, celebrities, and domain experts to create AI-powered “Digital Brains” — personalised AI advisors trained on their specific knowledge and expertise. The round was led by a group of business angels positioning the Estonian startup to expand into new markets and deepen its product capabilities. Angel investors back vision for AI-powered expertise at scale The pre-seed round attracted investment from Garri Zmudze, a longevity and biotech investor who was an early backer of Insilico Medicine, alongside Raison.app and a number of non-disclosed private investors. The capital will be deployed to grow the team, scale into new geographic markets, and accelerate product development. Pickmybrain’s platform works by training AI models on an expert’s structured knowledge — interviews, articles, books, and recorded responses — to create interactive Digital Brains that users can query for practical, domain-specific guidance. Crucially, experts retain full control over the content their AI is trained on, uploading their own media and consenting to the use of any third-party resources. For individuals with limited digital footprints, the platform provides tools to record thoughts directly, which the AI then uses as training material. The model introduces a hybrid approach to knowledge delivery: users can ask Digital Brains questions based on an expert’s insights for immediate AI-generated responses, while more complex or sensitive queries are routed directly to the expert through asynchronous one-to-one video, creating a tiered engagement model. From Paul Pogba to Peter Vesterbacka: building a premium expert roster Founded in 2022, Pickmybrain has assembled a roster of more than 1,000 professionals spanning sports, entertainment, and business. Notable names on the platform include Peter Vesterbacka, the co-founder of Rovio (the studio behind Angry Birds) and founder of Slush, one of Europe’s most prominent startup events; World Cup winner Paul Pogba; and Bozoma Saint John, the former chief marketing officer at Netflix and Uber. The calibre of these early adopters signals the platform’s positioning at the premium end of the expert economy, targeting professionals whose knowledge carries sufficient commercial value to justify the creation of a persistent digital presence. For experts, the appeal lies in the ability to monetise their expertise passively and at scale, without the scheduling constraints of traditional consulting or speaking engagements. Estonia’s AI ecosystem continues to punch above its weight Pickmybrain’s fundraise adds to Estonia’s growing reputation as a disproportionately productive hub for AI-focused startups. The Baltic nation, which has produced more unicorns per capita than almost any other European country, continues to attract founders building at the intersection of artificial intelligence and consumer-facing platforms. With a strong digital infrastructure and a regulatory environment that has historically encouraged technology entrepreneurship, Estonia offers a competitive base from which to scale into broader European and global markets. As AI reshapes how knowledge is packaged, distributed, and monetised, platforms like Pickmybrain represent an emerging category that sits between the creator economy and enterprise AI — one where the value lies not in the model itself, but in the curated expertise it delivers. Company: Pickmybrain HQ: Tallinn, Estonia Founded: 2022 Round: $2.1 million (€1.8 million) Pre-seed Key Investors: Garri Zmudze, Raison.app, private angel investors Use of Funds: Team growth, market expansion, product development Website: pickmybrain.com

European regulatory momentum drives investment in AI-powered content moderation The European Union’s evolving regulatory framework for digital safety is creating meaningful opportunities for technology companies capable of addressing the growing challenge of harmful online content. As the Digital Services Act imposes new obligations on platforms to implement protective measures, a new generation of European startups is emerging to meet that demand with AI-driven solutions that go beyond traditional keyword filtering. Freiburg-based Penemue has raised more than €1.7 million to scale its artificial intelligence platform for detecting and countering online hate speech, digital violence, and disinformation. The round brings together a diverse group of institutional and angel investors, positioning the TrustTech startup to deepen its European footprint and expand internationally. Investors back AI approach to digital safety across 89 languages The funding round attracted participation from TION Health, Beyond Tomorrow, 4seedimpact, zigzag, Berlin Angel Fund, CGS Consulting and Beteiligungs GmbH, RLM Beteiligungs GmbH, and ILG Group. Notable business angels from encourageventures e.V., Black Forest Business Angels, and Business Angels Mitteldeutschland (BAM!) e.V. also joined the round. Penemue’s core technology monitors social media comments and direct messages in real time across 89 languages, identifying content that constitutes hate speech, threats, or potentially criminal communication. Unlike conventional moderation tools that rely on simple keyword matching, the platform’s AI detects coded language, slang, regional dialects, and even emojis used to circumvent standard filters. When harmful content is identified, users receive immediate alerts and can hide, delete, or report the material for legal prosecution. “It is not just the people affected who are victims, but everyone who reads along — the fans, the communities, the next generation,” said co-founder and managing director Sara Egetemeyr. From Bundesliga clubs to law enforcement: Penemue’s growing client base Founded by Jonas Navid Mehrabanian Al-Nemri, Sara Egetemeyr, and Marlon Lückert, Penemue has already established a notable client roster that spans professional sport, politics, and media. The company’s technology is deployed by Bundesliga clubs across Germany’s first and second divisions, federal-level politicians, corporate clients, media houses, artists, and influencers throughout Germany and Europe. Penemue also works directly with public prosecutors, police forces, and official reporting offices, adding a law enforcement dimension to its commercial operations. The company’s approach has received independent validation from the University of Mannheim, which conducted an impact evaluation documenting positive effects against digital violence. Penemue has also been recognised as the AI Champion of Baden-Württemberg, a title awarded by the state’s Minister of Economic Affairs at the Digital Summit 2023. The startup is a member of Deutsche Telekom’s TechBoost programme and a partner in the #NoHateSpeech initiative. EU Digital Services Act creates tailwind for TrustTech sector The timing of Penemue’s fundraise aligns with a broader shift in European technology investment towards digital safety and platform governance. The EU Digital Services Act, which mandates that organisations implement protective measures against harmful content, is creating a regulatory tailwind that is expected to drive sustained demand for AI-powered moderation technologies. As platforms face increasing accountability for the content hosted on their services, the need for sophisticated, multilingual detection capabilities is becoming a commercial imperative rather than a discretionary investment. Penemue plans to deploy the fresh capital across three strategic priorities: further development of its AI capabilities, the establishment of new European and international partnerships, and deeper cooperation with public institutions. For a startup operating at the intersection of artificial intelligence, public safety, and regulatory compliance, the European market presents a considerable runway — and the regulatory direction suggests that the addressable opportunity will only expand in the years ahead. Company: Penemue HQ: Freiburg, Germany Round: €1.7 million+ Key Investors: TION Health, Beyond Tomorrow, 4seedimpact, zigzag, Berlin Angel Fund, CGS Consulting, RLM Beteiligungs GmbH, ILG Group, plus angel investors Use of Funds: AI development, European and international partnerships, public institution cooperation Website: penemue.com