Desk setup for agentic engineering work

Agentic engineering consulting

Turn AI into lasting productivity gains

AI delivers real productivity gains for engineering teams, but capturing them takes more than getting everyone a Claude license. Agents produce valuable, reliable code only when they're steered with the right context and guardrails. Generating more code quickly also shifts the bottleneck downstream, to validation and release: code that never ships has no value, and shipping broken code has negative value even. We guide engineering teams through that complexity so they adopt AI efficiently, responsibly, and sustainably for lasting productivity gains.

Mainmatter has guided engineering teams for years, not just to adopt new technologies, but to improve the way they build: tightening their processes, practices, and infrastructure so that shipping is fast, safe, and repeatable. Those are the hallmarks of a strong engineering culture, and they matter more than ever as teams adopt AI.

We’ll work with you to:

1

Assess the status quo

We map your team's setup and maturity, covering composition and experience, tooling and infrastructure, development practices, testing and release processes. That surfaces the blockers holding back your software delivery lifecycle.

2

Define what success looks like

Together we set the target and put tracking in place for metrics like velocity, lead time for changes, and change failure rate, so progress stays visible and grounded in real outcomes.

3

Clear the path

We close the gaps in your delivery pipeline: testing, automation, infrastructure, observability. A pipeline that strains under today's volume will only buckle when AI accelerates code production.

4

Roll out tools and practices

With the foundation in place, we roll out tools incrementally, working alongside your engineers to support and mentor them as they go.

AI and agentic engineering training

We teach teams like yours how to adopt AI and keep up with a fast-moving field.
Explore training
Jürgen Witte
Mainmatter enabled us to take our Product Development Organization to the next level. They work closely with our team and help us establish new practices while simultaneously delivering on our day to day product initiatives. Their technical and organizational expertise and fresh views allow us to set up the foundation for future success.
Jürgen Witte, CPO @ Rail Europe
RailEurope: Transformation for Growth Qonto: Supporting scaling on 3 axes: product, team, and productivity Preprocessing trillions of tokens for LLM training at Aleph Alpha

Let’s Talk!

Let's talk about the challenges you're facing. Our experts are ready to guide you through your next big move.

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You can also send us an email at  [email protected]

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In the meantime, have a look at our playbook to learn more about how we build ambitious digital products or read about the other companies we helped in the past.

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Agentic engineering workspace