I will test your ai chatbot for hallucinations and deliver a report

You installed a chatbot. How do you know when it invents a price, a policy or a deadline - before a customer complains?

Most AI assistants are built, launched and never measured. I measure them.

What I do:

1. You give me 30-50 real questions your bot already received (or I draft them from your docs).
2. 2. Together we define the correct answer for each one (ground truth).
3. 3. I run them against your bot and score every answer.
4. 4. You get a report: accuracy rate, confusion matrix by question type, failure-mode catalog with the exact conversations, the most expensive wrong answers (money/policy), and one concrete fix per failure mode.

Works with: custom GPTs, OpenAI Assistants, Claude, RAG bots (LangChain, Flowise, Botpress, Voiceflow), WhatsApp bots, website widgets. I only need a way to ask the bot questions - no code access required.

Background: I built and published an evaluation harness for my own retail compliance assistant (104 test questions, per-rule confusion matrix, failure-mode report with root causes). Same method, applied to your bot.

Languages: English and Spanish.