Welcome to our weekly edition of Seed Watch- a segment of Market Insyte Digest focused on sharing some of the latest and most intriguing Pre-seed & Seed funding news grabbing the headlines in the startup world. Find out the top 3 deals from this week that caught our eye.

  • Startup Name: NeoCognition

  • Industry: Artificial Intelligence

  • Region: United States

  • Amount (USD): $40 million

  • The problem it is solving: Current AI agents struggle with reliability, specialisation, and executing complex real-world tasks that require deep domain expertise. Most systems rely on static training and heavy manual customisation, limiting their effectiveness in high-stakes environments. NeoCognition is solving this by developing self-learning AI agents that continuously learn from their environments, build structured “world models” of workflows, and evolve into domain experts—making them more reliable, efficient, and adaptable.

  • What the Funds Will Be Spent On: Advancing research into self-learning, specialised AI agents. Scaling engineering and AI research teams. Developing new architectures for continuous learning and world modelling. Expanding real-world applications of agentic AI systems.

  • Startup Name: Eigen

  • Industry: Artificial Intelligence

  • Region: United States

  • Amount (USD): $15 million

  • The problem it is solving: Most AI systems today are designed for one-on-one interactions (e.g., chatbots, assistants), which can unintentionally reinforce isolation by replacing human interaction rather than enhancing it. Eigen’s solution is a “mutual friend” AI that acts as a social bridge between people, helping users: find common ground in relationships, facilitate deeper, more meaningful interactions and Shift from passive digital consumption to active, shared experiences. In essence, the startup is repositioning AI from a replacement for human interaction to an enabler of human connection and belonging.

  • What the Funds Will Be Spent On: Expand its team (engineers and social scientists). Improve and refine emotional intelligence (EQ) models. Develop and scale its “mutual friend” AI platform. Prepare for a broader public product rollout.

  • Startup Name: Exergy3

  • Industry: Climate Tech

  • Region: United Kingdom

  • Amount (USD): $13.5 million

  • The problem it is solving: Industrial heating relies heavily on fossil fuels and is extremely difficult to decarbonise due to the need for continuous, high-temperature heat. At the same time, renewable energy is often wasted because power grids cannot absorb excess generation in real time. This creates a dual inefficiency: carbon-intensive industrial processes on one side and unused clean energy on the other. Exergy3 bridges this gap by converting surplus renewable electricity into high-temperature industrial heat, enabling cleaner production while reducing energy waste.

  • What the Funds Will Be Spent On: Scale manufacturing capacity of its thermal energy systems. Expand its team (including doubling headcount). Accelerate deployment across industrial sites. Support geographic expansion, including opening a Munich office. Move from early validation to large-scale commercial rollout.

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