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Illustrative scenario

Not based on a specific customer deployment. The company, figures, decisions, and outcomes below are a constructed example that shows how Intended’s mechanism applies to this kind of problem. They are not measured results from a named customer. Where we publish a real, attributed customer outcome, we will say so explicitly.

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Financial Services

Governing Unauthorized AI Payment Approvals at a Fintech

Consider a growth-stage fintech whose AI agents handle invoice routing, payment approvals, and vendor payments across connectors like Stripe, NetSuite, and internal payment APIs.

01 · the challenge

The kind of problem this addresses.

$$$
unauthorized AI-initiated payments that can execute before any human reviews them
Threshold
AI payments above policy limits slipping through unreviewed
Manual
compliance time lost reconstructing audit trails after the fact

02 · how it works

See the difference.

AI Agent receives invoice

Vendor: Acme Corp, Amount: $50,000

AI approves payment

No policy check, no risk scoring

Payment executes

$50,000 transferred

Log entry created

Flat text log, no evidence chain

03 · the solution

What they deployed.

  • Installed the FinOps domain pack (OI-500) with 38 payment-specific intent classifications
  • Configured thresholds: auto-approve below $5K, escalate $5K-$50K, deny above $50K without dual approval
  • Connected Stripe, NetSuite, and internal payment API via Intended connectors
  • Deployed in 15 minutes with zero code changes to existing AI agents
  • Enabled real-time Slack notifications for escalated payment decisions

04 · implementation

From zero to governed.

Day 1

Connect

Integrated Intended SDK into payment AI agents. Connected Stripe and NetSuite via pre-built connectors.

Day 2-3

Configure

Installed FinOps domain pack. Defined payment thresholds, vendor allowlists, and escalation workflows.

Day 4-5

Validate

Ran shadow mode on production traffic. Verified 100% of payment intents were correctly classified.

Day 6

Enforce

Switched from shadow to enforce mode. First unauthorized payment blocked within 2 hours.

05 · illustrative outcomes

What this is designed to deliver.

Modeled figures for this scenario — what the workflow above is built to achieve, not measured results from a named customer.

0%

Payments token-gated

No transaction executes without authority

0%

Decisions with evidence

Cryptographic proof before execution

0

Payment intents classified

Via the FinOps domain pack

0

Policy tiers

Auto-approve, escalate, deny

06 · decision replay

Example decisions, full trace.

Sample decision records that show the shape of the evidence Intended produces. Illustrative, not drawn from a live customer’s logs.

2026-03-15 09:14:22finops.payment.vendor-paymentRISK: 12/100ALLOW23ms

Invoice #INV-4821 from CloudHost Inc. for $2,340 monthly hosting

Resolved by: Policy: auto-approve < $5K, known vendor

2026-03-15 09:31:07finops.payment.vendor-paymentRISK: 54/100ESCALATE31ms

Invoice #INV-4822 from DataPipe Ltd. for $18,500 data processing

Resolved by: VP Finance (manual approval in 4m 12s)

2026-03-15 10:02:44finops.payment.vendor-paymentRISK: 8/100ALLOW19ms

Invoice #INV-4823 from Office Supplies Co. for $890

Resolved by: Policy: auto-approve < $5K, known vendor

2026-03-15 11:17:33finops.payment.vendor-paymentRISK: 91/100DENY18ms

Invoice #INV-4824 from Unknown Vendor LLC for $72,000 consulting

Resolved by: Policy: deny > $50K without dual approval + unknown vendor

2026-03-15 14:45:19finops.payment.batch-transferRISK: 38/100ALLOW42ms

Batch payroll transfer for 45 contractors, total $127,400

Resolved by: Policy: pre-authorized recurring batch, known payroll schedule

the takeaway

The shift is from reconstructing audit trails after the fact to having cryptographic proof of every payment decision before it executes. Authority is checked in-line, and the evidence bundle is produced as a by-product of the decision rather than assembled later for an auditor.

Why this pattern matters — not a customer quote.

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Intended — Intent Verification Infrastructure for Autonomous Agents