AgentLabs
All work

AI Operating Model Design

An AI-first delivery model in a 40 FTE engineering organisation

An AI-first delivery model across a 40-person engineering organisation, redesigning how teams work rather than adding tools.

FTE engineering organisation
40
more releases shipped
>30%

  1. Secure AI-first SDLC

    Guardrails for privacy, security, review quality, testing, maintainability.

  2. Team reorganisation

    Clear ownership and a stronger delivery rhythm.

  3. Legacy reduction

    Platform maintainability improved alongside the ways-of-working change.

What the team runs today

A 40-person engineering organisation ships through an AI-first delivery model: guardrails in the SDLC, clear team ownership, a stronger delivery rhythm, and a more maintainable platform. Release output rose more than 30 percent, with quality held by gates in the SDLC on every change. AI embedded in how the teams work, not only in the code.

This is AI Operating Model Design in practice.

Other work

Fully automated GTM outbound engineRecruitment operations on one stack, across six countriesTalenture.ai: AI-native product proof

Have a workflow like these?

Bring yours. We will map where AI creates real leverage and what it takes to build it, maintainably.

Start with a one-week scanBook a call

You speak with the people who would build the system. No sales pressure, and an honest read either way.