Share a situation you handled
Answer guided questions about a feature request, launch, roadmap tradeoff, customer promise, or adoption problem.
Paid, remote expert work
You know the work.
Teach AI the judgment.
You’ve scoped features, challenged a deadline, or worked out what a customer really needed. Help software agents learn from that experience. No AI background required.
Work in English, French, or Spanish inside the expert workspace.
Apply as an expert Private pilot · Limited invitations
These rates apply to accepted work in the product pilot. Applying does not guarantee an invitation or paid work.
$200
Accepted work example
About 90 minutes
$40
Accepted expert review
About 20 minutes
Use work you already know
Guided questions, not blank-page writing
Work on your schedule
The scope and fixed pay are clear upfront
Help shape better AI
Teach agents what product work really requires
How it works
Real product work, made useful for AI.
We guide you through each step. You bring the judgment that came from actually doing the work.
Leave private details out
Use general descriptions. Never include company, customer, person, or product names—or upload files and recordings.
Review another expert’s work
Check whether a situation from another function includes the right facts, people, constraints, and next step.
Who we’re inviting
People who know how software gets built.
For this first pilot, we are inviting people who scope, build, operationalize, or design product solutions for software.
Product Management
Product Engineering
Product Solutions
Product Operations
Your employer’s information stays out.
You describe the kind of situation and how you handled it—without company names, customer names, documents, recordings, URLs, account values, or identifiable details.
Already working with AI?
Put your experience with traces, evals, and prompts to work.