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A P&L Line, Not an AI Experiment.

Most enterprise AI is sold on productivity. Rivvun is sold on dollars: revenue added, margin protected and spend reduced, each tied to a transaction your team can inspect.

2 weeks

to size the value at stake on your own data

Size the Value First

Your revenue and addressable spend give a first view of the value at stake.

Annual Revenue, $M 5,000
Addressable External Spend, $M 2,000
Revenue Uplift, 1-4% $50M-$200M
Spend Reduction, 3-8% $60M-$160M
Annual Value at Stake $110M-$360M

*Illustrative. Spend range from McKinsey, revenue range from Rivvun research. Margin improvement is additional. A value scan replaces these with figures from your own data.

Every Outcome Comes with Its Receipt

No unexplained totals. Each outcome is a record your controllers and auditors can trace to source.

TransactionSupplier invoice INV-48213: 16,000 units at $26.00, total $416,000
Contract TermMaster supply agreement, section 4.2: unit price at Q3 volume tier
FindingInvoiced at $26.00 per unit. Contracted tier price is $25.00, so the invoice is 4% over contract.
ActionInvoice held, corrected by supplier, matched
Approved ByAP manager, within auto-hold policy
EvidenceClause, PO, receipt, original and corrected invoices
Outcome$16,000 spend reduced (16,000 units × $1.00), realized at payment
Illustrative Outcome Record

Customer results

Realized, Not Projected

Three enterprises, anonymized. Each result below has landed, not just been identified.

Global publishing house

Royalty Payment Integrity

$2M royalty overpayments prevented

Situation. Royalty agreements across tens of thousands of titles made it hard to pay authors and rights holders accurately and on time.

What Rivvun did. Agents with publishing-specific playbooks verify rights eligibility and royalty calculations before payment.

98%+ royalties paid on time
10 weeks to value

Revenue Sentinel

Satellite communications

Supplier Consolidation After an $11.2B Merger

$70M supplier savings

Situation. The merger left supplier data fragmented across entities, with no single view of who the company paid and on what terms.

What Rivvun did. Agents unified supplier records into one supplier graph and delivered rationalization and consolidation opportunities.

12 weeks to value
One supplier record across all entities

Spend Optimization

Major bank

Compliance Through a Regulatory Change

2% revenue penalty avoided

Situation. A regulatory change threatened a 2% revenue penalty unless supplier compliance gaps were closed in time.

What Rivvun did. Agents assessed regulatory compliance, found the gaps and executed remediation within the bank’s policy guardrails.

100% audit-ready evidence for every step

Margin Assurance

Identified Is Not Realized

Rivvun reports what it found and what actually landed as separate numbers. Only realized outcomes count toward return.

Identified

A variance against a contract term, with evidence.

Actioned

A correction made, a claim filed, or a price changed.

Realized

Cash collected, payment avoided or margin booked, reconciled to the period.

Controls Your Auditors Will Recognize

Every action is governed, logged and approved under your rules.

Approval Thresholds

Set by amount, supplier or customer.

Segregation of Duties

Approvals route to owners you assign.

One Audit Trail

Data, clause, reasoning, action and approver.

SOC 2 Type I Certified

Type II in progress. Zero-trust access and customer-controlled keys.

Priced as a Platform, Not a Contingency Audit

Committed Platform Fee

Basic, Premium and Enterprise tiers sized to transaction volume. Predictable and budgetable.

Success-Aligned Component

A share tied to realized outcomes, so incentives match yours.

Forward Deployed Engineers

Included. No separate services project.

Questions Finance Leaders Ask

What Payback Should We Expect?

The value scan sizes outcomes on your own data in two weeks, so you see the expected return before committing.

How Is This Different from an Audit Firm or a Consultancy?

They deliver a finding at a point in time. Rivvun runs on every transaction and keeps delivering, measured continuously.

How Is This Different from Our ERP, AP Automation or CLM?

Those systems record transactions and store contracts. Rivvun checks each transaction matches the contract and acts when it doesn’t.

What Does Our Team Need to Provide?

A finance or procurement sponsor, read-only data for the scan, and owners for approval rules.

See What’s at Stake in Your Own Transactions.

A two-week value scan runs Rivvun on a sample of your data, with no integration, and sizes the revenue, margin and spend outcomes for your business.

  1. Diagnose: Weeks 1-2

    Value scan on your transactions. Value at stake sized by lever.

  2. Deploy: Days 30-60

    First agents live in your systems, first outcomes booked.

  3. Scale: From There

    More levers, entities and regions, reported monthly to finance.