From flagged to cash kept
of reviewed spendFlagged by AI and specialists
→
Applied · 74% of flagged
→
Appealed · 13% of applied
→
Reinstated · 46% of appealed
→
Realized, reconciled to payment · 6.9% of reviewed
→
91%
Retained at 12 months
By rule
Precision of auto-applied adjustments is measured against appeal outcomes and specialist overrides| Rule | Flagged | Applied | Reinstated | Realized | Auto-apply precision | Trend | Read |
|---|---|---|---|---|---|---|---|
| OCG-2.1 Fixed-fee schedule | 99.0% | Stable | Deterministic; keep auto-apply | ||||
| OCG-4.1 Block billing | 85% · specialist tier | −18% Q/Q | Firms splitting entries | ||||
| OCG-3.2 Translation / agent at cost | 96.1% | Stable | Keep auto-apply | ||||
| OCG-5.1 Claim-count cap | 90% | Losing power | Filings being split to stay under 20 claims | ||||
| OCG-6.1 Excessive time for OA response | 97.5% | Rising | Comparables by art unit now n > 50 on 78% of lines |
Invoice-level value bridge · 2026-7741
EventAmountEvidenceOriginal bill$31,240LEDES 98BIProposed adjustments$4,7405 findingsRestored on appeal($480)Specialist decisionFinal payable$26,980Client approvalPaid$26,980SAP AP payments 28 SepAllocated review cost($187)Specialist timeNet realized on this invoice$4,073On payment
Value categories kept distinct
Invoice reductions, realized
Reconciled to payment; the outcome-fee base
Avoided future spendRenewal pruning and abandonment decisions; recognized when the deadline passes
$2.6M est.Expected cost differenceFirm reallocation by art unit; recognized on grant
$1.9M est.Deferred capacityFilings staged to next quarter
220 hThese are never summed into one "savings" figure.
Outcome fee this period
22% of realized savings · platform floor fee met · statement reconciles line by line to SAP AP payments
ReviewerUpheldR. Mehta (specialist)96%Specialist pool94%AI auto-apply97%Client reviewers89%