Market intelligence with AI: mapping demand, not opinions
Using AI and automation to map real demand signals — pricing, competitors, distribution and unmet needs — instead of surveys.
Market research fails when it collects opinions. AI makes it cheap to collect behaviour instead: pricing changes, hiring patterns, review complaints, distribution gaps.
Automation pipelines built here scrape, normalise and score these signals so a founder sees a demand map rather than a report.
The output should be a decision, not a deck: build, delay, or drop.
Where this shows up
- EPN Labs
An independent research laboratory for ideas that are too early to be startups.
- Autonomous Trading Agent
A research-first trading system, currently in hibernation while strategies evolve.