DECLININGAI · 24 SOURCES · UPDATED 33 DAYS AGO · GLOBAL
Legacy RPA Licensing
Renewal-time buyers are downsizing seat counts as agent workflows absorb the tasks RPA scripts used to own.
VERIFIEDSIGNALESTIMATEPREDICTION
12MO DEMAND FORECASTPREDICTION−21%BAND −31% — −11%
OPPORTUNITY PROBABILITYPREDICTION24%12-MONTH HORIZON
COMPETITION EXPECTEDPREDICTION−12%NET NEW ENTRANTS
OPTIMAL ENTRY WINDOWPREDICTIONQ4 2026 – Q1 2027CLOSES Q1 2027
FORECAST CONFIDENCE71%
01
What is happening
MOMENTUM ◇ 38/100 · −56 OVER 12MOOBSERVED MOMENTUM ◇ — PREDICTED BAND ◈SHADED AREA = 80% PREDICTION BAND
12MO AGOTODAY+12MO FORECAST ◈
Demand29
Renewal seat counts are shrinking at every tracked account.
Competition33
Vendors are cutting price rather than losing the logo entirely.
Opportunity22
The remaining opportunity is a managed wind-down, not new sales.
CONFIDENCE MEDIUM · 24 SOURCESMethod →
THE EVIDENCE TRAIL — EVERY SIGNAL BEHIND THE SCORE
TIERSIGNAL TYPEWHAT HAPPENEDSOURCECHANGEWEIGHT
VERIFIED−14%
A top-five RPA vendor disclosed shrinking net revenue retention for the second straight quarter.Filings · Cascade Ledger filings index · 2026-09-08VERIFIEDFilingsA top-five RPA vendor disclosed shrinking net revenue retention for the second straight quarter.Cascade Ledger filings index · 2026-09-08−14%
SIGNAL−18%
RPA-developer job postings have declined for five consecutive months.Hiring · Northline Labour Index · 2026-08-28SIGNALHiringRPA-developer job postings have declined for five consecutive months.Northline Labour Index · 2026-08-28−18%
ESTIMATE−9%
Average per-seat renewal pricing is estimated to have dropped as vendors defend logo counts.Pricing · Palisade Systems pricing tracker · 2026-08-21Renewal quote sampling across 30 mid-market accounts, median of quoted vs. prior-year price.ESTIMATEPricingAverage per-seat renewal pricing is estimated to have dropped as vendors defend logo counts.Palisade Systems pricing tracker · 2026-08-21−9%
Renewal quote sampling across 30 mid-market accounts, median of quoted vs. prior-year price.SIGNAL−22%
Procurement activity ticked up against its trailing baseline.Procurement · Quietstone AI search index · 2026-09-09SIGNALProcurementProcurement activity ticked up against its trailing baseline.Quietstone AI search index · 2026-09-09−22%
SIGNAL−18%
Social volume was noted above the prior comparable period.Social · Quietstone AI search index · 2026-09-08SIGNALSocialSocial volume was noted above the prior comparable period.Quietstone AI search index · 2026-09-08−18%
02
Why it is happening
RANKED CATALYSTS · WEIGHTED CONTRIBUTION01
Agent workflow substitution
Tasks scripted in RPA are being re-implemented as agent workflows during the same renewal cycle.
.47
02
Maintenance cost fatigue
Brittle scripts breaking on UI changes have pushed IT to ask for a replacement rather than a renewal.
.29
What would make this call wrong. If any of these resolves true, the forecast is withdrawn.
01A large RPA vendor ships its own credible agent layer before its installed base migrates away.
02Regulated buyers who need deterministic, auditable scripts stay on RPA rather than adopting agents.
31 FORECASTS WITHDRAWN TO DATE