Startup Launchpad Demos

Startup Name:
3AI

Founder / CEO Name & Title:
Jacob Ayres-Thomson (CEO)

Tagline:
3AI: The Alpha Intelligence transforming global investing through explainable, self-learning AI.

Demo Spotlight:
Alpha Intelligence now generates ~1M pages of stock research weekly. 3AI (x20 better than professional analysts) maintains full explainability for every stock and strategy. In our 10-minute demo, visitors will experience 3AI’s Alpha Intelligence Terminal - a live, self-learning AI that forecasts equity returns across more than 20,000 global stocks. We’ll show how 3AI transforms over a million live data points and 400+ factors per stock into actionable, explainable insights, bringing explainability to data in ways that go beyond traditional quant models. At the heart of this breakthrough lies 3AI’s Explainability LLM - a purpose-built large language model that interprets complex quantitative reasoning and translates it into readable, human-grade equity research outputs at scale. It bridges the gap between deep quant intelligence and intuitive narrative, producing reports that explain not just what the model predicts, but why - across every stock, strategy, and factor. Viewers will watch 3AI analyse equity markets and stocks in real time - explaining not just what to buy or sell, but why - through factor-level transparency that even the most advanced hedge funds struggle to achieve. The demo will highlight live performance results where 3AI consistently outperforms human analysts and benchmark indices while maintaining interpretability and robust risk control. By the end of the session, visitors will understand how Alpha Intelligence empowers institutional investors to uncover unseen Alpha, enhance decision-making, and automate strategy design - all while maintaining trust through full data explainability. This is the future of intelligent investing, powered by AI that observes, thinks, and learns. This is the future of intelligent investing - powered by AI that observes, thinks, and explains.

Problem They Solve:
Investors are drowning in fragmented data, black-box models, and outdated factor frameworks that fail to capture today’s non-linear, conditional market dynamics. 3AI solves this with Alpha Intelligence - a unified, explainable AI that transforms 20+ years of point-in-time financial, macro, and behavioural data into deep factor insights that continuously learn and improve. By combining 400+ proprietary models across 13 factor categories, 3AI delivers 20× higher predictive accuracy than human analysts, unlocking scalable, transparent Alpha that investors can trust.

Year Founded:
2018

Headcount / Team Size:
15

Stage:
Pre-Series A/Series A

Currently Raising?:
Open to Conversation