Flag suspicious expenses and invoices for review automatically with AI

AI scans every expense and invoice for fraud patterns and routes suspicious ones to your audit team.

How the work actually flows

It branches. Exactly one path is taken; runs once per each expense or invoice.

Pattern: Exclusive Choice (4) · Simple Merge (5) · Multiple Instances without Synchronization (12)

flowchart TD trig[\"new expense or invoice recorded"\]:::trigdata s0[["pull expenses and invoices"]]:::mi s1["AI checks for fraud patterns"]:::svc s2(("route to audit team")):::human s3["send weekly compliance report"]:::svc trig --> s0 s0 --> s1 s2 --> s3 gx{"× is entry suspicious"}:::gate s1 --> gx p00["route to audit team"]:::task gx -->|"suspicious"| p00 p10["log only"]:::task gx -->|"not suspicious"| p10 jn{"○ continue to reporting"}:::gate p00 --> jn p10 --> jn jn --> s2 out[/"suspicious entries flagged and reported"/]:::out pay{{"catches fraud before payment goes out"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itAn outside serviceRuns once per itemA personOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Email AutomationMessaging & NotificationsImage & Media ProcessingSpreadsheet & Database OpsReporting & AnalyticsAPI & Webhook IntegrationFinance & Accounting
Connects
QuickBooksSlackGmailOpenAIGemini

The problem it solves

Expenses and invoices pour in from multiple systems, and spotting the one fraudulent or duplicate entry by hand is nearly impossible. By the time an auditor catches it, the payment has often already gone out.

Who it fits

A finance or audit team handling expense and invoice approvals across multiple accounting systems.

How it works

  1. Expenses and invoices are pulled from your accounting systems
  2. AI checks each entry for outliers, duplicates, and non-compliant patterns
  3. Suspicious claims are flagged and routed to your fraud and audit team
  4. A weekly compliance report is sent to finance by Slack and email
What you get

Suspicious expenses caught before they cost you

You get suspicious expenses and invoices flagged automatically, so your audit team can review them before they become real losses.

What you get

A flagged list of suspicious expenses, plus a weekly compliance report for finance.

What you need

Your existing accounting system (SAP, Oracle, or QuickBooks), an OpenAI or Gemini API key, and Slack.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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