Find the gaps in your AI agent before your customers do
AI agents now talk to real customers, including vulnerable ones. Approve tests yours against thousands of realistic scenarios, so problems are found and fixed before launch, not after.
Know how your AI agent behaves before your customers do.
Connect your agent, run it through realistic customer conversations and get a clear, evidenced report on how it performed, ready for your risk team to review.
No more guessing.
See exactly how your agent handles realistic customer situations before it goes live.Built for the hardest cases.
Vulnerable customers, edge cases and awkward questions, tested deliberately, not left to chance.Speaks compliance.
Every result maps straight to the rules your risk team already works to.Sign-off you can defend.
A clear record of what was tested, what was found, and who approved it.What it looks like in practice, from first connection to final sign-off.
Connect. Simulate. Validate.
Plug your agent into Approve
Connect through the Approve API, whatever platform your agent is built on. There’s nothing to rebuild or migrate. Every test runs in a sandbox, completely separate from your live systems and customers.
Put it in front of the customers you'll meet
Your agent holds full conversations with 600+ realistic customer personas, from a first-time investor asking the basics to someone facing a difficult financial decision under stress. Each conversation is multi-turn and unscripted, just as a real customer would behave.
See exactly where it holds up, and where it doesn't
Each conversation is scored against Aveni’s FCA risk taxonomy, covering Consumer Duty, vulnerability, suitability, bias and conduct. Every flag links back to the specific rule it relates to, so your risk team can see exactly why it was raised.
Get a decision your team can stand behind
Results roll up into a single report, broken down by persona, scenario, risk category, with full evidence attached. Compliance, risk and product can review it, challenge it, and sign off with a clear record of who approved what, and why.
Help shape how customer-facing AI is approved.
Approve is being built with a founding group of UK financial services firms, including major banks, who want to prove their AI agents are ready for real customers. If that’s you, we’d like to talk.