Your AI Talks to Customers.
Make Sure It Says the Right Thing.
Chatbots hallucinate. Copilots go off-script. Agents make decisions they shouldn't. Bookbag evaluates every AI response against your standards before it reaches a single user — in real time, via API.
The Problem with Shipping AI Without Evaluation
Hallucinations reach users
Your chatbot confidently states a policy that doesn't exist. Your copilot recommends an action that violates guidelines. By the time you find out, the damage is done.
No visibility into quality
You see engagement metrics — messages sent, sessions completed. But you don't see what's actually being said. Quality failures are invisible until users complain.
No systematic improvement
Without structured evaluation, you can't generate training data. Your models don't get better. You're stuck with the same failure modes month after month.
How Bookbag Solves This
Three lines of code. Every AI response evaluated before it ships.
Real-Time Gate API
Integrate in minutes. Every AI response evaluated in 1–4 seconds. Allow, flag, or block before users see it.
Customizable Taxonomies
Define what matters — hallucination, tone, safety, compliance, completeness. Your standards, applied to every response.
Quality Analytics
See failure patterns, quality trends, and confidence distributions. Know exactly where your AI is failing — and how often.
Training Data Generation
Every correction becomes SFT, DPO, or ranking data. Fine-tune your models on real production failures. Close the feedback loop.
Works With Any AI System
Frequently Asked Questions
Gate Every AI Response
Join the teams shipping safer AI with real-time evaluation, audit trails, and continuous improvement.