After a model update, the agent cuts an order ID short.
order record
expectedORD-EXAMPLE-004817
savedORD-EXAMPLE-004817
ID mismatchIndependent arbiter for your AI agents integrated into mission-critical systems
Autonomous Release Gates for Production AI Agents
For AI agents with write access to customer ERP, CRM and billing. Your tests pass. Your customer's data breaks.
Shield for AI agents in procurement, legal, finance and supply chain
Why
An agent can save wrong data and still say it worked
Illustrative example
A server error makes the agent retry and create the invoice twice.
invoice writes
POST /invoices502 · retry
INV-EXAMPLE-01071,240.00
INV-EXAMPLE-01071,240.00
Saved twiceThe agent replies "done", but nothing was saved.
agent reply vs. record
Done.
records saved0
Nothing savedMost tests only check what the agent replies. We also check what it saved.
What we do
What Agentiqa does
- 01
We check what was saved, not what was said
Before every release, the gates run your agent through its key tasks. Then they look inside ERP, CRM or billing and confirm the right record was saved once, with the right IDs and amounts.
- 02
We test the bad days too
Real systems are slow, fail and send back cut-off data. The gates include server errors, timeouts and retries, because that is when agents save things twice or report success after a failure.
- 03
We try to misuse your agent before anyone else does
The gates also try to push the agent off its job: deliberate mistakes, misuse and prompt injection hidden in emails or documents. If the agent changes something it should not, the release stops.
Our engineers build the gates with you and keep them current as your agent changes.
Agent
Task
Record
Gate
- Right record
- IDs and amounts
- Saved once
Failed check → release stopsRelease stopped
Compare
What each approach actually checks
| Regular tests | Monitoring after release | Agentiqa release gates | |
|---|---|---|---|
| Checks the agent's reply | Yes | Yes | Yes |
| Checks what was saved in ERP, CRM or billing | Sometimes | After the fact | Yes |
| Runs before the release | Yes | No | Yes |
| Tests server errors, timeouts and retries | Sometimes | No | Yes |
| Tests misuse and prompt injection | Sometimes | No | Yes |
| Stops a bad release | Sometimes | No | Yes |
| Who keeps it up to date | Your team | Your team | Our engineers, with you |
How it works
First release gates live within 7 minutes
- Map
the systems your agent changes
- Check
the riskiest tasks first
- Run
the gates before every release
- Every failure comes with a trace and steps to reproduce.
In production at Lio
“Running them daily, we proactively catch regressions across all our systems and agents. In the first week alone, Agentiqa surfaced five real production bugs we'd never have caught without a full-time QA team.”
AI agents that change data in ERP, CRM and billing can save wrong data while every test passes: a cut-off ID, an invoice created twice, a “done” with nothing saved. Agentiqa checks what was saved before every release and stops the release if it’s wrong.
A quality gate for AI agents, which Agentiqa calls a release gate, is a check that runs your agent’s key tasks before a release and looks at what the agent actually changed. If it fails, the release stops and you get a trace and step-by-step reproduction.
AI agents in production that write to customer systems in procurement, legal, finance and supply chain, where a wrong record costs more than a wrong answer.
Regular tests mostly check what the agent replies. Monitoring shows what went wrong after the release. Release gates check what was saved, before the release, so a wrong change is caught before it reaches your customer.
Yes. The gates try deliberate agent mistakes, misuse and prompt injection before a release. If the agent changes something it should not, the release stops.
First release gates are live within 7 minutes. We map the systems your agent changes, check the riskiest tasks first and run the gates before every release.
Our engineers build them with you and keep them current as your agent changes. When a gate fails, you get a trace and step-by-step reproduction.
Agentiqa is privacy-first. Credentials are encrypted and kept out of the AI model’s context. SOC 2 is in progress. A data processing agreement is available on request.
The 20-minute Mutation Risk Audit is free. Release gates are priced on request. Developers can start free with Community (20 runs a month) or use Pro at $39 a month.
Mutation Risk Audit
Find out where your agent could save wrong customer data.
Free, 20 minutes.