All guides
Six guides, all under twelve minutes
Written by the team that runs the programs. No vendor fluff.
GUIDE 01
A four-step framework for going from “we need data” to a signed SOW. Volume targets, acceptance criteria, ramp planning.
12 min read • For technical buyers
GUIDE 02
The data class that separates humanoid policies that transfer from ones that don’t. Capture, retargeting, and validation.
10 min read • For ML leads
GUIDE 03
How to measure the sim-to-real gap, what “91% transfer” actually means, and the three pitfalls in synthetic pipelines.
11 min read • For sim engineers
GUIDE 04
The seven questions that separate operations-grade data partners from labeling marketplaces.
9 min read • For procurement
GUIDE 05
When each model fits, what each costs, and the IP and quality tradeoffs at each tier.
8 min read • For program leads
GUIDE 06
Why 30-minute episodes break generic pipelines, how we structure capture, and what failure-recovery data looks like.
11 min read • For research teams
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