Requisitions slow down
A client falls well outside its own hiring rhythm across more than one quarter.
Staffing and recruiting
Fewer requisitions do not always mean an unhappy client.
A hiring freeze can look exactly like a lost account in the ledger. ChurnRisk shows the volume change, the client's own hiring rhythm, and the evidence still missing from the ATS before anyone calls.
External hiring demand stays separate from service trouble. ATS and VMS gaps lower confidence.
How the work repeats
Permanent placements and contractors move on different clocks
Permanent hiring creates one-off placement fees. Contract and temporary workers create recurring margin. A client can pause permanent requisitions while renewing contractors, or keep sending roles while another agency begins filling them.
That makes fill rate, contractor headcount, and requisition rhythm more useful than revenue alone. It also creates the highest external-cause noise of any industry pack.
Useful changes
Changes that belong on the desk review
The warning separates hiring demand from supplier performance.
Contractor count falls
Recurring contractor margin and headcount decline without a recorded project end.
Fill rate weakens
Roles keep arriving, but fewer turn into placements while competitor agencies appear in the thread.
Feedback stops
Submissions receive slower responses, candidate quality complaints rise, or the hiring manager changes.
Warning examples
A warning needs the hiring context beside it
These illustrative lines call out what the current connectors cannot prove.
The client ran 4 to 6 requisitions a quarter for two years. One arrived in the last two quarters and it went unfilled.
Contractor headcount declined across consecutive periods. The connected record does not show whether the assignments ended as planned.
Submissions continue, but feedback slowed and two competitor agencies were mentioned in connected threads.
Illustrative warning copy. Figures and events are sample data from the industry pack.
False alarms
A hiring pause is usually about the client's business
Volume loss alone is weak evidence in staffing.
A hiring freeze
The client may stop opening roles across every supplier for reasons unrelated to candidate quality.
Cyclical demand
Some clients hire in concentrated seasons and stay quiet for the rest of the year.
Assignments ended on schedule
Contractor headcount can fall because a planned project finished normally.
The hiring manager changed
A new manager may route requisitions differently without removing the agency from the supplier list.
ChurnRisk blocks volume-chasing copy during a known layoff or hiring freeze. Commercial terms stay with procurement or human resources, not an individual hiring manager.
Connector limits
The ATS and VMS decide whether the signal is complete
Staffing confidence stays low to medium without requisition and placement systems.
What ChurnRisk can read today
QuickBooks can show placement fees, recurring contractor margin, credits, and invoice cadence. Connected mailboxes can show briefs, submission feedback, rate pressure, and hiring-manager changes.
What remains outside the record
ChurnRisk does not connect to applicant tracking systems, vendor management systems, client HR software, or supplier portals today. Requisitions distributed only through those systems are invisible.
Missing ATS or VMS data caps confidence at 55%. A supplier portal caps it at 60%, and client HR data at 65%. The high rate of hiring freezes keeps the actionability review separate from the risk reading.
Read the current connection boundaries for QuickBooks and Gmail or Outlook. The How It Works page explains how missing data becomes an unknown instead of a healthy reading.
Monday workflow
Confirm that the client is hiring before chasing volume
The first question is about demand. Supplier performance comes second.
Split placement types
Review permanent requisitions apart from contract and temporary worker margin.
Check the hiring state
Confirm freezes, layoffs, seasonal demand, and planned assignment endings before raising concern.
Open the ATS or VMS
Check role distribution, submission outcomes, fill rate, and supplier status in the system ChurnRisk cannot see.
Call the right owner
Prepare a candidate-quality recovery or requisition-pipeline call for the authorized relationship owner.
See the full product workflow, including evidence, confidence, and approval before any customer contact.
Related industries
Other high-noise transaction patterns
Freight brokerage
For high-frequency activity where outside market conditions can move volume quickly.
Agencies
For client work where briefs and approvals can slow before revenue changes.
Compare plans on Pricing, or use the demo to test one account with labeled sample data.
Separate the lost req from the hiring freeze.
Start with your placement and contractor history, or review one quiet client with the ATS limitation in plain view.
ATS, VMS, HR, and supplier portal data are not connected. Missing ATS data caps confidence at 55%.
