AI Circle · Consulting
Strategy and go-to-market for human data companies.
Judgment from someone who has made your mistakes already.
01. Consulting
Strategy and go-to-market for human data companies.
Judgment from someone who has made your mistakes already.
Go-to-market
Who actually buys human data, how they evaluate vendors, and why deals stall at procurement.
Positioning and niche strategy
Pick a niche you can own—and say no to the revenue that dilutes it.
Org design and hiring strategy
What a human data company needs at $1M, $10M, and $50M.
Benchmarks and evaluation credibility
Build evaluations that frontier labs take seriously.
How engagements run: short and senior. No leverage model, no junior team learning on your dime.
02. Engage
Start with one conversation.
Tell us your niche and what you’re trying to do. We’ll tell you within a week whether the niche is open, whether we’re the right fit, and what we’d do first.