Here's what AI
is coming for.
We scan thousands of job postings across 12 industries and score every human task on automation potential. The opportunities are massive. The data doesn't lie.
How it works
Ingest job postings at scale
We scrape thousands of listings across 12 industries and extract every discrete task humans are hired to do. Each task is isolated, deduplicated, and semantically clustered.
Rate every task
AI scores each cluster on automation potential, build effort, agent readiness, and value displaced. No opinions — structured outputs from real job market data.
Find your opportunity
Browse the Priority Matrix, drill into specific roles and industries, export the highest-value targets as CSV. Build what the market is already paying for.
Built for people who build AI
Stop guessing where to deploy agents. Let the job market tell you.
Find your wedge
Validate which tasks in which industry have the highest automation potential and lowest build effort. Data-backed GTM, not gut feel.
Size the TAM
Evaluate agent companies against real task frequency and value displacement data. Due diligence, quantified.
Prioritize deployment
Rank internal automation targets by ROI. Build business cases with displacement figures backed by actual hiring data.
Scope faster
Client discovery powered by data. Generate SOWs backed by automation scores and agent readiness assessments.
Locked in for early members — price increases at launch.
Every job posting is a signal.
We decode them. 12 industries of automation intelligence, ready now.
See the data →