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Sondeon

AI-built software

Review of AI-built backends and APIs: what they expose and what they protect AI builds you an API that responds

We review and fix the backend your team built with AI. We look at what your API actually exposes, not just what the code says.

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The model

The calls return data and the app works. That is the model. What you do not see is what else that API answers, and to whom.

Shall we talk about your case?

A 30-minute meeting to see what you have and what to review first.

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Data leaks through the backend

The screen only shows what the design asks for, but the API may be handing over much more. An attacker does not use your app: they call your API directly.

What we do

What we review in your backend

  • Excess fields in responses (OWASP API3)
  • Functions without access control (OWASP API5)
  • Inventory of published routes (OWASP API9)
  • Endpoint contract and catalog
  • Security headers
  • Blocking of probes and fake crawlers
  • Personal data in the logs
More than 20 control points

What you receive

What you receive

  • The route inventory, flagging the unprotected ones
  • The responses that expose too much data
  • The fixes, applied if you ask
  • A one-page summary for leadership
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Two ways to work with us

Review a new system once before it ships, or keep everything under control every three months.

Before production

Review a new system

Send the app, website or database you built with AI and get every gap with its fix before you deploy.

  • One-time review
  • Security, database and performance
  • Fix plan before go-live
Request a pre-production review

Every three months

Keep it all under control

We review your code, servers and data platforms each quarter: broken flows, idle users and costs.

  • Quarterly review
  • Broken data flows and unused licenses
  • Before and after report each quarter
Start the quarterly controller

Frequently asked questions

Which backends do you review?

We review Python APIs (FastAPI) and the server that publishes them, together with the app or website that uses them.

Do you fix what you find?

Yes. Every gap comes with its fix, and we apply it together with your team once you approve.

Is this a penetration test?

No. We review what your API and its server expose and protect; we do not simulate an attack or issue certifications.

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Tell us what worries you. In the meeting we explain how we solve it.

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