Check whether your AI assistant's answers are correct

Compares your AI assistant's answers to known correct answers and scores how accurate each response really is.

How the work actually flows

A straight line. Runs once per each test question.

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("test set run initiated")):::human s0[["run test questions through assistant"]]:::mi s1["compare answers to correct answers"]:::task s2["score each answer"]:::task s3["calculate overall accuracy score"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"accuracy score for ai assistant"/]:::out pay{{"objective way to track ai reliability"}}:::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 stepRuns once per itemA personResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAG
Connects
OpenAIGoogle Sheets

The problem it solves

You have rolled out an AI assistant to answer customer or team questions, but you cannot always tell if its answers are actually right. Spot-checking a handful of conversations by hand does not tell you whether the assistant is reliable across the board.

Who it fits

A business running an AI chatbot or assistant that wants an objective way to measure how accurate its answers are.

How it works

  1. A set of test questions with known correct answers is run through your AI assistant
  2. The assistant's answer is compared against the correct answer using AI
  3. Each answer is scored for what it got right, what it missed, and what it added incorrectly
  4. An overall accuracy score is calculated for the assistant
  5. You receive a score you can track over time or after making changes
What you get

Accuracy scores you can track over time

You get an objective accuracy score for your AI assistant's answers, so you know how well it's really performing.

What you get

An accuracy score for your AI assistant, showing how closely its answers match the correct answers.

What you need

An OpenAI account and a place to store your test questions and answers, such as a spreadsheet.

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

Related automations

Answer livestock health questions instantly with an AI vet chatbot

A Telegram chatbot answers livestock and animal health questions using your own documents and records as a knowledge base.

Advanced

AI assistant that searches your data and the web to answer questions

One AI assistant searches your documents, spreadsheets, and the live web to give complete, accurate answers.

Advanced

Turn a chat message into on-brand content and a finished voiceover

Send a chat message and get branded content, reviewed for quality and turned into a spoken audio file.

Advanced

Run a 24/7 AI tutor that answers student questions from your books

An AI tutor chats with students, figures out what they need, and answers using your own course content.

Advanced
Back to the AI Playbook