What an answer looks like
What we see
Model releases + benchmark shifts
Research paper → repo → product traces
Talent flows — founder and key researcher movement
Compute and infrastructure commitments
API capability and pricing changes
Open-source adoption curves
Funding rounds, acqui-hires, stealth formations
Regulatory and policy shifts
What you can do with it
Due diligence in minutes
Map the real competitive set, not the marketed one.
Portfolio intelligence
Know what changed before your next board call.
Deal sourcing
See teams forming and capability inflections early.
Strategic planning
See competitor capability shifts, not just messaging.
Every answer is backed by sources.
Claims carry confidence and time context.
We show what we know, what we infer, and what we can't verify.
Invite-only during private beta.
We onboard a small number of teams each week.
We prioritize investors and builders in AI with real intelligence needs.
Request access
Ahmed Kaddoura — Founder. Bay Area.
Nikhil Matta — Co-founder. Ex-Google.