Test how accurately your AI sorts support tickets by category

Compares AI ticket classifications against known correct answers to measure category and priority accuracy.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig[\"test ticket pulled from spreadsheet"\]:::trigdata s0[("pull test ticket with known answer")]:::store s1["AI classifies category and priority"]:::task trig --> s0 s0 --> s1 gx{"× test mode or live ticket"}:::gate s1 --> gx p00["compare to expected answer"]:::task gx -->|"test mode"| p00 p01["record accuracy score"]:::task p00 --> p01 p10["respond to live incoming ticket"]:::task gx -->|"live mode"| p10 p01 --> out p10 --> out out[/"accuracy scores and live classifications"/]:::out pay{{"confidence the AI triage is trustworthy"}}:::pay 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 itA stepA record or sheetOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database OpsAPI & Webhook Integration
Connects
Google SheetsOpenAI

The problem it solves

Once you have AI sorting support tickets by category and urgency, you need to know if it's actually getting them right before you trust it with real customers. Checking that by hand, ticket by ticket, is slow and hard to keep consistent.

Who it fits

Support operations teams testing or maintaining an AI ticket triage system.

How it works

  1. A test ticket with a known correct category and priority is pulled from a spreadsheet
  2. AI classifies the ticket's category and priority
  3. The result is compared against the expected answer
  4. Accuracy scores are recorded for review
  5. In everyday use, the same classifier can also respond live to incoming tickets over the web
What you get

Accuracy scores you can trust before going live

You get a clear accuracy score showing how well your AI sorts support tickets, so you know it's ready before it touches real customers.

What you get

Accuracy scores showing how often the AI's category and priority match the correct answer, plus live classifications for real tickets.

What you need

A Google Sheets account and an OpenAI account.

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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