OPERATE

AI systems are not finished once they launch.

We look at existing systems, reduce risk, and on request take over maintenance, security and further development.

The situation

The deeper AI reaches into real workflows, the more access, data flows, currency and named responsibility matter.

After launch comes the part nobody planned for.

  1. 01 Models change, interfaces change, dependencies go stale.
  2. 02 Accounts stay open long after the person has left.
  3. 03 Nobody knows what runs where, what it costs and who has access.
  4. 04 Whether the system satisfies the AI Act has never been checked.
  5. 05 When something fails, it is unclear who is responsible and by when.

A system nobody maintains after six months is not an advantage. It is a risk with an invoice attached.

Security in house

Security is a role of its own here, not a side task.

Anyone running AI systems needs someone whose job is to attack them before somebody else does. That is a function of its own here, with a brief of its own.

Name to follow on joining

Chief AI and Security Officer

From 1 November 2026

AI security, red teaming and secure operations

  • Red teaming
  • Penetration testing
  • Governance

The position is filled and the person will be named on joining. The remit: adversarial testing of AI systems, red teaming, penetration testing, security governance and automation.

From their own career

  • International projects

How we review

First see what runs. Then harden it.

  1. Inventory

    Architecture, data flows, accounts, permissions, vendors, interfaces, credentials, dependencies, logs and ownership.

  2. Security analysis

    Threat model, weaknesses, access controls, risks specific to AI, and errors in configuration and process.

  3. Harden

    Fix prioritised findings and improve the groundwork for safe operation.

Care is the contract that says somebody looks after this after launch. Not on request and not when there happens to be time, but with a defined scope and a defined response time. Three levels, depending on how much responsibility should sit with us, and one way in for systems that did not come from us.

And after that

What Care actually is.

  • Care

    Maintenance, security updates and a status report. Response within 48 hours. For systems that run and should keep running.

  • Care+

    Plus ongoing improvement and a record of what was done. Response within 24 hours. For systems your business depends on.

  • Care Partner

    A named contact and continuous technical support. Response by the end of the working day. For houses without their own team for this.

  • Care One

    Not a Care package but a separate agreement under our terms, § 12 (6). For systems that did not come from us: we look at what exists once and support it from there. Scope and response time are agreed beforehand.

  • Which level fits?

    We settle that on the actual system, not on a price sheet. What comes out of it goes into the contract: scope, response times, notice period.

    Request Care

Without a company behind you as well.

Care is not tied to company size. Anyone who built something with us and wants it kept current and secure books the same support.

  • Hosting in Frankfurt am Main
  • No cookies, no tracking
  • Prices for consumers include VAT

Google reviews

What clients say.

Reviews are shown in their original language.

  • 5 out of 5 stars

    Als wachsendes Unternehmen mit vielen Mitarbeitern und steigenden Umsätzen werden Themen wie Compliance, Datenschutz und die DSGVO-konforme Integration von KI-Systemen für uns immer relevanter. BYB Labs unterstützt uns dabei mit hoher Kompetenz und einem sehr praxisnahen Ansatz!

    Kennet K.

    Owner of the Treuberg Group

    August 2026 · Google

  • 5 out of 5 stars

    Richtig gutes Team und starke KI-Expertise! Was Moritz und das Team von BYB Labs auszeichnet ist, dass sie es schaffen, selbst komplexe Tech-Themen so zu übersetzen, dass sie für den normalen Business-User verständlich und im Alltag nutzbar werden. Der Austausch von unserer Seite bei vivenu macht extrem viel Spaß und bringt immer wieder starke Impulse. Solche Sparringspartner benötigt man für die Zukunft der Eventbranche!

    Christopher T.

    vivenu

    August 2026 · Google

  • 5 out of 5 stars

    Top Company

    Leonidas C.

    Former head of Universal Music and Warner Music

    August 2026 · Google

  • Your review could stand here.

    Ask about working together

First step

Who carries responsibility for your systems tomorrow?