Automatically test and score your AI assistants for accuracy

Runs test datasets through your AI assistants and scores their accuracy, tone, and helpfulness automatically.

How the work actually flows

A straight line. Runs once per one per test question.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(("you start a test run")):::human s0[["run each test question"]]:::mi s1["score response quality"]:::svc s2["compare to expected answers"]:::task s3[("log scores over time")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"scored accuracy report generated"/]:::out pay{{"confidence your AI answers reliably"}}:::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
A stepAn outside serviceRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsEmail AutomationDocument Processing & OCRSpreadsheet & Database OpsEducation & Training
Connects
Google SheetsOpenAIAnthropicGoogle GeminiPerplexity

The problem it solves

You want to trust the AI tools your business relies on, but you have no easy way to check if they are actually giving correct, helpful answers. Testing changes by hand is slow and easy to get wrong.

Who it fits

A business or operations team that relies on AI assistants and wants confidence that they perform reliably before rolling them out.

How it works

  1. You set up a set of test questions and expected answers
  2. The system runs each test through your AI assistant
  3. AI checks the responses for accuracy, tone, and helpfulness
  4. Results are compared against your expected answers
  5. Scores are logged so you can track performance over time
What you get

Assistant accuracy scores tracked before launch

Your AI assistants get tested against real questions automatically, with accuracy, tone, and helpfulness scored before you roll them out.

What you get

A scored report showing how well your AI assistant performed against your test cases.

What you need

A Google Sheets account and API access to the AI models you want to test, such as OpenAI, Anthropic, or Google Gemini.

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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