Rivvun AI — System of Outcomes

Invoice Assurance

AI Invoice Audit & Overpayment Prevention

Match the documents · Validate the entitlement · Prevent the overpayment
What this solution does
Rivvun’s Invoice Assurance is agentic AI invoice audit and overpayment prevention for procurement and AP. Invoice Steward, its AI agent, tests every eligible invoice line against the governing contract, rate card, cap, credit and delivery evidence before payment — clearing compliant lines within policy and holding overpayments before cash leaves.
Why the value gap persists

Matching is not entitlement

Why three-way matching and AP automation still miss commercial overpayments.

Nothing in AP is broken. The commercial truth was simply never in the room.

Off-rate billing

Rates, price lists, escalation, discount or index rules are not reflected correctly at invoice line level.

Duplicate and related billing

Duplicate payment detection across invoices, POs and entities — the same line, milestone, service period or charge billed more than once.

Quantity, UOM and tax errors

Billed quantities, units, conversions, taxes or calculations differ from approved and received facts.

Unaccepted services or milestones

Services, deliverables or milestones are billed before acceptance or without required evidence.

Cap, retainer and consumption leakage

Charges exceed contract, SOW, PO, workstream or period caps when assessed across transactions.

Missed credits and invalid fees

Credits are not applied; expenses, freight, handling, expedite, tooling or pass-through fees breach agreed rules.

Product experience

Four checks.One decision.

System of Outcomes
Detect → Recover → Prevent → Scale

Line-Level Assessment

Every line, expected vs billed

What you get

  • Every eligible line in the agreed population
  • Expected versus billed, variance shown
  • Confidence score on each decision
  • Related transactions checked, not one invoice
Invoice Steward · Invoice lines Line level
Line-Level Assessment

Commercial Validation

Rate, cap, credit, fee rules

What you get

  • Governing rate card, cap and discount
  • Credits, rebates and fee rules applied
  • Amendment-aware — the current term wins
  • Source clause attached as evidence
Invoice Steward · Governing terms Entitlement
Commercial Validation

Operational Validation

Receipt, acceptance, delivery

What you get

  • Receipts, timesheets and milestones verified
  • Acceptance confirmed before services bill
  • Delivery evidence linked at line level
  • Missing evidence named, not just flagged
Invoice Steward · Delivery Evidence
Operational Validation

Autonomous Execution

Clear, route, hold — in policy

What you get

  • Compliant lines cleared within policy
  • Material exceptions held before payment
  • Ambiguity routed to the accountable owner
  • Human approval on consequential actions
Invoice Steward · Assessment & decision Governed
Autonomous Execution
Illustrative Model

What an invoice scan finds

$980M
Oilfield services & rentals
340
Service contracts & rate schedules
1,100
Active wells · 3 basins
620k
Invoice lines, 18 months

The challenge

Testing 620,000 invoice lines against 340 rate schedules at 120 lines a day is over 5,000 analyst-days — about 21 analyst-years — which is why upstream operators audit this spend after the fact, if at all.

What agents find

Standby billed at the operating rate
$5.8M
Equipment billed after release
$4.2M
Rates above the contracted schedule
$3.9M
Mobilization charged more than once
$2.8M
Pass-through above the agreed cap
$2.1M
Total identified
$18.8M
Value realization
$18.8M
Identified
$14.6M
Validated
$8.9M
Recoverable now
$5.7M
Preventable forward
Industry lens

Typical industry use cases

The same solution, in the language of your industry — where this problem lives and what the agents do about it.

Energy — Oil & Gas (Upstream)

From field ticket to contract, before the money leaves

A company man signs the field ticket at 2am; the invoice arrives weeks later carrying day rates, standby, mob/demob, rentals and pass-throughs. AP matches the invoice to the ticket — not to the rate schedule — so standby bills at operating rate and equipment keeps billing after rig release.

What agentic AI changes

The agents connect every invoice line to its ticket, well, AFE and the rate schedule in force, and test rate, hours and equipment status before approval. Off-schedule rates, double-billed mobilization and post-release rentals are held pre-payment — with the ticket and the clause attached for the vendor conversation.

Hi-Tech / Technology

SI and professional-services billing, checked line by line

Global SIs bill thousands of invoices across projects, geographies and blended rate cards — onshore/offshore mix, role-based rates, T&M against fixed-bid milestones. Every CIO suspects overbilling somewhere in there; no team can check it by hand.

What agentic AI changes

The agents test each line against the contracted rate card for that role and geography, verify the offshore ratio the deal promised, and hold milestone billing until acceptance is recorded. Rate drift, ineligible roles and premature milestones are stopped before payment — across the whole SI portfolio, every month.

Common questions

What is Invoice Assurance?

Invoice Assurance is Rivvun’s agentic AI invoice audit: contract-aware validation of supplier invoices before or during payment approval. Invoice Steward, the AI agent behind it, tests each charge against the governing contract, rate card, cap, milestone, credit, fee rule and delivery evidence to decide whether the line is commercially payable.

Isn't this what three-way match already does?

No. Match compares invoice, PO and receipt — and none of those documents carries the contracted rate, the cap, the credit or the service level. The match can pass while the charge breaches the contract. Rivvun adds the commercial authority the match never had.

How is Rivvun different from AP automation or anomaly detection?

AP automation moves the invoice faster; anomaly detection flags statistical outliers. Neither can say whether a charge is contractually payable. Rivvun answers that question line by line — expected versus billed under the governing terms — and states the action that follows: clear, hold or route.

Is Invoice Assurance the same as invoice validation?

Invoice validation is a broad term covering format, tax, duplicate-payment and PO checks. Rivvun includes those, then adds commercial entitlement — what the supplier is actually allowed to bill: the specific rate, quantity, fee, milestone or service under the governing contract.

What is contract-to-invoice compliance?

Contract-to-invoice compliance is the validation of invoice charges against the governing supplier contract and its effective amendments, schedules and rate cards. It identifies when an invoice and PO agree with each other but conflict with the actual negotiated terms.

How does Invoice Assurance prevent AP overpayments?

Invoice Steward calculates the contractually payable amount, compares it with the billed amount and routes the variance through the configured approval and supplier-resolution workflow. Compliant amounts can proceed while material noncompliant charges are corrected or held within policy.

Is this a pre-payment invoice audit?

Yes. Invoice Assurance applies audit-grade commercial checks before payment where the evidence exists — a pre-payment invoice audit rather than a look-back. It also flags historical paid transactions that belong in Supplier Leakage Recovery, Rivvun’s post-payment recovery solution.

How is pre-payment assurance different from a recovery audit?

Pre-payment assurance stops a noncompliant amount before it leaves the enterprise; a recovery audit examines historical payments and chases a credit, refund or repayment afterwards. Rivvun runs both from the same governing evidence and control logic — one payment-integrity discipline across prevention and recovery.

How are services and non-PO invoices assessed?

Rivvun links the invoice to the relevant SOW, rate card, milestone, timesheet, service entry, acceptance record, ticket or other operational evidence. Where the governing evidence is incomplete, the line is routed with the missing evidence identified rather than being automatically approved or rejected.

Can the agents hold or pay on their own?

Only within policy. Invoice Steward auto-clears compliant lines inside configured policy and confidence thresholds. Every consequential action — holding a payment, adjusting a charge, contacting a supplier — requires human approval, with segregation of duties enforced. The AI agent decides and prepares; accountable people approve.

How are savings from Invoice Assurance measured?

Identified variance, validated variance, prevented leakage, recovered value and realized hard savings are recorded separately. Prevented value requires evidence that the noncompliant amount was not paid. Recovered value requires a received credit, refund, repayment or offset.

Start here

Stop paying for what was never owed.

Give us one invoice cohort and the contracts behind it. We return the exception queue, the evidence on every line and the control coverage map.

Start an Invoice Assurance value scan