---
title: "How to Keep AI Answers Accurate"
description: "Keep AI answers accurate by limiting them to approved sources, showing the source with each answer, testing against a fixed set of real questions before and after every change, routing low-confidence or sensitive questions to a person, and naming an owner who keeps the sources current."
url: https://lidvizion.ai/answers/how-to-keep-ai-answers-accurate/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---

[Direct answers](https://lidvizion.ai/answers/)

# How can a company keep AI-generated answers accurate?

Keep AI answers accurate by limiting them to approved sources, showing the source with each answer, testing against a fixed set of real questions before and after every change, routing low-confidence or sensitive questions to a person, and naming an owner who keeps the sources current.

## What this means in practice

- Build a test set of real questions with known good answers and rerun it after every change.
- Require a source for factual answers, and prefer “I don’t know” to a guess.
- Send sensitive topics — legal, medical, financial, HR — to a person.
- Review a sample of live answers regularly and fix the sources behind wrong ones.

## How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.

## See it as a workflow

- [Training materials from your own procedures](https://lidvizion.ai/use-cases/training-materials-from-procedures/): Turn approved procedures, policies and product documents into short training modules, checklists and quiz questions, reviewed by the subject expert and updated when the source changes.

## More on Automation & custom AI

- [How should a company choose its first AI automation project?](https://lidvizion.ai/answers/how-to-choose-an-ai-automation-project/)
- [What is an AI workflow audit, and what should you get from one?](https://lidvizion.ai/answers/what-is-an-ai-workflow-audit/)
- [How should you prepare for a first call with an AI or technology partner?](https://lidvizion.ai/answers/how-to-prepare-for-an-ai-discovery-call/)

[Compare services](https://lidvizion.ai/services/) · [Use a planning tool](https://lidvizion.ai/tools/) · [Explore workflow use cases](https://lidvizion.ai/use-cases/) · [More direct answers](https://lidvizion.ai/answers/)

Talk it through

## Have a version of this question inside your company?

Bring the decision, the constraints, and what a good outcome looks like.

[Talk through the decision](https://lidvizion.ai/contact/?need=ai-workflow&from=%2Fanswers%2Fhow-to-keep-ai-answers-accurate%2F#write) · [Book a call](https://calendar.app.google/bB26LdA9e2gmGFp69)