OutcomeReconIndependent settlement control

01 / Independent settlement control

RECONCILE OUTCOME-PRICED AI BEFORE THE INVOICE BECOMES FINAL.

OutcomeRecon re-performs billed AI outcomes against signed commercial terms and buyer-controlled evidence. We isolate unique recoverable claims, produce vendor-ready proof, and track accepted credits until they reach the buyer's ledger.

Contract authority.Exact invoice tie-out.Unique economic claim.Applied result.
Check one invoiceSee the method
Pilot design100–500 outcomes · redacted exports accepted · no production credentials · client-authorized rulebook
MANAGED AUDIT — NOT SELF-SERVICE
REDACTED EXPORTS / NO PRODUCTION CREDENTIALS
AUTHORIZED RULEBOOK BEFORE MONEY
SUCCESS = APPLIED ECONOMIC EFFECT
01 / Financial output

From an invoice total to a defensible settlement position.

The output is not a pile of anomaly flags. It is a controlled statement of what was billed, what is payable under the approved rulebook, what is recoverable now, and what has actually been applied.

Synthetic Fin qualification
Vendor billed
Payable
Recoverable now
70,000 reported outcomes
Synthetic engineering evidence / not a client case
$69,300
vendor claim
$65,340
approved rulebook
$3,960
4,000 unique claims
Applied credits
Recovery is not realized until buyer records show application.
$0.00
sample state
Economic discipline: 13,000 findings collapse to 4,000 unique economic claims. Download the reproducible evidence pack.
02 / Control chain

Contract authority comes before verification.

Generic “did the agent do X?” verification is only one evidence input. Settlement depends on the governing economics, ownership of the outcome, finality and credit realization.

01
Contract authority
Identify the applicable signed terms, rate card, amendment or client-authorized equivalent.
02
Vendor claim
Reconstruct billed outcomes, units, rates, allowances, credits and invoice-level economics.
03
Buyer evidence
Join the vendor claim to buyer-controlled operational evidence and required finality windows.
05
Settlement ledger
Separate recoverable, pending, unverifiable, vendor-favorable and ownership-unresolved states.
06
Applied result
Track accepted or issued credits until the amount is visible on the invoice, statement or account ledger.
03 / Proof boundary

Evidence before enterprise claims.

Recon Engine v1.1 is qualified for a founder-operated managed pilot. The proof below is synthetic engineering qualification—not a client recovery case or universal hardware guarantee.

5.51Mcanonical rows in the cold-start synthetic qualification: 500k outcomes + 5.01M events.
20,000/20,000injected conflict outcomes detected; 40,000 overlapping findings collapsed to 20,000 unique claims.
$19,800.00exact synthetic recovery result under the qualification scenario.
35/35discoverable financial, lifecycle, security and compatibility tests passed in Recon Engine v1.1.
Full synthetic run: 82.012 seconds in the recorded test environment. 10M+ rows are not yet qualified. See the benchmark page for scope and limitations.
04 / Independence

We keep results that favor either side.

An independent settlement control cannot label every discrepancy “savings.” Underbilling, immature finality and missing evidence remain visible rather than being converted into a claim.

Recoverable nowAll applicable gates pass and the amount traces to source evidence and an authorized rulebook.
PendingThe required finality or observation window has not matured.
UnverifiableMaterial evidence, amount, currency or source completeness is missing.
Vendor-favorableThe independent reconciliation indicates the buyer was underbilled or otherwise owes more.
Ownership unresolvedPotential Commission Collision remains gross exposure until economic ownership is resolved.
Applied creditOnly posted buyer-side evidence closes recovery as realized economic benefit.

05 / First-client operating posture

Start with one invoice. Prove the economics end to end.

The near-term goal is not more connectors or a self-service launch. It is one real dataset, an exact invoice tie-out, one defensible claim, and a result tracked through vendor response to applied credit.

Review pilot requirements Read the method
  • Preferred first scope: Intercom Fin or another simple outcome-priced support invoice.
  • 100–500 outcomes is a controlled diagnostic scope, not an engine scale ceiling.
  • Redacted flat exports; production credentials are not required.
  • Commercial terms and the definition of applied benefit are agreed before a money claim.
  • When a success fee is used, the base is net applied economic benefit—not flags or promised credits.