Staffing Firm ATS Hygiene Agent
Cleans up staffing agencies' ATS every week: merges duplicates, fixes stale statuses and fills missing fields.
The problem
Recruiting databases fill with duplicates and stale records, and placements slip.
The solution
Weekly hygiene passes that propose merges and fixes, which a recruiter approves in batches.
Why now
Decision models make record matching cheap and reliable.
Who pays
Recruiting ops managers, firm owners, and lead recruiters who own ATS quality.
Market size
$600M (estimated addressable market)
Build plan
PROTech stack & AI models
MVP scope (ship in 2-4 weeks)
Pricing model
First customers & go-to-market
Copy-paste prompt to start building
Unlock the build plan
Everything you need to start building Staffing Firm ATS Hygiene Agent this week.
- Exact stack and which AI model to use
- MVP feature list you can ship in weeks
- Pricing and first-customer playbook
- Ready-to-use Claude prompt