From industry challenge to research pilot.
31 Oct 2026 · Black Friday AI Hackathon
The problem
A match between a company and a researcher means little without a concrete first experiment.
How it works
A company analyst and a research profiler work at once; a writer drafts, and a critic sends it back until it holds.
What you get
A brief with quotations, a three-month experiment, baseline, decision criteria and a meeting agenda.
These work at the same time. The last one waits for what they find.
Company Analyst
Reads the challenge.
Research Profiler
Finds matching work by record ID.
Writer and Critic
Draft the pilot and revise it until it passes.
Satoshi Kishimoto
Solo participant joining online from Japan. I built Evidence to Pilot for the EINSTEIN track: Mozaik agents that turn company challenges into cited research-pilot proposals.