Use Cases

You built it. Does it still do what you think it does?

You didn't need code to build your agent. You shouldn't need code to know if it's still working right.

01

Agents You Built Yourself

Watch For Drift

Built in an agent builder, no engineering team behind it, no way to check its work.

What You're Worried About
  • It takes an action you never approved
  • It quietly starts behaving differently over time
  • A small mistake snowballs before anyone notices
  • You'd have no way to know until a customer tells you
How LuminosAI Evaluates
  • Checks every action it takes, not just what it says
  • Watches for drift automatically, even after launch
  • Flags anything unexpected in plain language
  • No code, no setup, works with what you already built
What You Get
  • Know the moment it starts acting differently
  • Catch a problem before a customer does
  • Ship without needing an engineer to check your work
  • Real confidence it's doing what you built it to do
02

Customer-Facing Chatbots

Watch For Drift

Talking to real customers in real time, with no one reviewing every conversation.

What You're Worried About
  • It says something wrong, rude, or off-brand
  • It gives advice it was never supposed to give
  • A weird answer goes out before anyone catches it
  • You find out from an angry customer, not a test
How LuminosAI Evaluates
  • Tests real conversations before you launch
  • Keeps watching after launch, not just once
  • Flags off-brand or risky answers automatically
  • No code, no setup, just point us at your chat logs
What You Get
  • Confidence it won't embarrass you in front of a customer
  • Know instantly if something feels off
  • Launch without an engineering team to sign off
  • A consistent experience, every conversation
03

AI-Generated Marketing Content

Watch For Drift

Generating content at a pace no single person can manually review.

What You're Worried About
  • Something off-brand or embarrassing goes out
  • A claim gets made that isn't actually true
  • An image or line of copy nobody would have approved
  • One bad post outweighs a hundred good ones
How LuminosAI Evaluates
  • Checks content before it ever publishes
  • Covers text, image, and video, not just copy
  • Keeps checking as a campaign keeps running
  • No code, no setup, works with the content you already made
What You Get
  • Catch the mistake before a customer does
  • Publish with confidence, not a guess
  • Scale content without scaling what could go wrong
  • One less thing to manually review yourself

Automated. Rigorous. Incident-proof.

The same rigor serious compliance programs run on, built into your deployment workflow before anything ships.

1Connect your AI system.
2Apply custom-built evals.
3Fix what's flagged.
4Deploy safely.

You build the agent.We build the eval.

Don't wait for the incident to find the gap. Evaluate before you ship, and keep evaluating after.