Insights

Model Context Protocol (MCP) is becoming the default way AI agents connect to business systems. Here's what it is, why 2026 is the year it hit production, and what it means for repetitive work.

Most companies have AI tools. Few have AI-literate teams. Here is what the 2026 data says about the AI training ROI gap, and how structured training closes it.

Thin AI applications are under real pressure, but API dependence is not a death sentence. What separates the products that survive a model swap from the ones that do not.

Which Greek VC fund fits your stage, sector and cheque size. A practical map of Marathon, VentureFriends, Big Pi, Phaistos, Metavallon, Uni.Fund, Velocity.Partners, Genesis, Apeiron and Loggerhead, plus how to build a focused shortlist.

Eight signals. One true story. Our complete rubric for evaluating startup pitch decks: problem quality, market size, timing, founder-market fit, competitive advantage, validation signals, business model fit, and studio fit, and what each one is really testing.