ai engineering

man on 1

Most AI initiatives remain stuck in pilots, loose tools and PowerPoints. We help organizations make AI a real part of their daily practice. Technically mature, people-oriented.

from hype to impact – how we work

  • Honest about what works. And what doesn’t.
  • Proof over PowerPoint.
  • Technically mature, people-oriented.
  • Room for doubt = better choices.

why customers work with us

  • We bring speed without chaos.
  • We build AI that sticks in teams.
  • Governance & data-readiness integrated into work.
  • And sometimes we just say no…out of love.
simone van erp - cpo team rockstars

“We don’t sell AI fairy tales. There is no time for that. We need to make AI work for us as soon as possible, in a way that prepares organizations and all stakeholders for the future. Over the past year, we have developed several AI propositions and projects that help organizations accelerate their AI journey in a smart and responsible way.“

how we land ai

From experimentation to scalable AI

Many organizations get stuck in pilots. Not because the technology is failing, but because the step to real application is more complex than thought. This is why we work with three distinct phases:

mobilize

AI sticks to a few enthusiasts.

Many organizations are experimenting with AI, but it sticks to isolated initiatives or a single innovation team.

What we do

We help organizations make AI part of everyday work. Not as a toy for a few specialists, but as capability of teams.

approach:

  • AI circles

  • Screening optimization

  • AI & Happiness Pulse

make

From demo to production suddenly turns out to be very complicated.

Building a proof-of-concept often still works.
But after that, the real work begins.

What we do

We build AI solutions that are not only impressive during a demo, but are actually used in production.

approach:

  • Discovery & maturity scan

  • PoC in a week

  • AI Teams-as-a-service

master

AI is growing faster than organizations can keep up.

Governance, cost, ownership and adoption often lag behind technology.

What we do

We help organizations scale AI responsibly without it becoming uncontrolled chaos.

approach:

  • AI Governance Consultancy

  • Ethics Deep Dives

  • ROAI Calculator

AI THAT REALLY LANDED with our customers.

  • Accelerating with vision: How Enexis built a secure and scalable AI platform in record time

    Impact Internal GenAI Chat has 1400 new users within a week, delivering 15% productivity gains. Multi-deployable GenAI platform with applications went live in less than 6 months, instead of expected 9+ A future-proof, secure and scalable foundation with AI Gateway for various applications, centra ...

  • An HR Tech Revolution: When Tech Puts People in Their Power At HeadFirst

    Impact 10 hours per candidate, averaging 40 hours per round of recruitment. 1 minute per candidate, good for a savings of at least €20,000 per year. A greatly revamped platform ready for the future. A responsive design that works for everyone. Highlights 10 hours per candidate, averaging ...

enexis

Making generative AI available securely and scalably.
At Enexis, we are accelerating the deployment of generative AI within the organization. Our Cloud Architects are developing a platform that makes LLMs available in a uniform and reliable way. This makes it easier and safer to deploy generative AI solutions.

municipality of amsterdam

Internal AI Assistant: ChatAmsterdam.
Among other things, at the municipality we are developing an internal AI assistant called ChatAmsterdam, a secure and accountable alternative to ChatGPT, designed specifically for the municipality. We are also building an advanced AI platform that enables other teams to leverage generative AI solutions for a variety of applications.

bdo

Automatically generate interview reports with AI.
Using AI, we are improving the process around taking minutes and processing (client) interviews at BDO. We developed a web application that allows interviewers to start or upload recordings. For each interview type, a template is available with questions, after which the audio is automatically transcribed. The AI links the answers to the template and publishes the report for internal use.

headfirst

AI for smarter matching in recruitment.
At HeadFirst, we are improving the Striive platform for a better match between professionals and clients. Our developers are modernizing the front-end and automating processes such as resume matching and document management. This creates a more efficient recruitment process and saves valuable time for recruiters.
alliander
essent
enexis
bdo
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Wondering how we can accelerate AI at your organization?

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nieuwste uitgave

AI-assisted development

FROM AI HYPE TO AN ENGINEERING DISCIPLINE

Coding agents can produce code at lightning speed. But without clear agreements on intent, context, implementation, and review, this quickly leads to more corrective work, larger changes, and unclear ownership.

report insight

AI MAINLY SPEEDS UP EXECUTION. IT DOESN'T AUTOMATICALLY HANDLE THE ENTIRE PROCESS.

Find out why robust engineering practices are becoming more important as coding agents take on more work.

A GOOD PROMPT IS JUST THE START.

Learn how prompts, context, and harness engineering work together to ensure well-defined tasks, safe execution, and output that is truly reviewable.

GREATER AUTONOMY REQUIRES CLEAR BOUNDARIES AND EVIDENCE.

From stop rules and implementation budgets to an evidence bundle in the pull request: here’s how to minimize risks while ensuring the team retains ownership of the code.

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Webinar August 18, 12:00 p.m. – 1:00 p.m.

AI-Assisted Development
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In dit webinar bespreken we de inzichten uit AI Assisted Development – The Rockstars Way. We laten zien hoe teams coding agents effectief inzetten, van work definition en context engineering tot evidence bundles en pull request reviews. Een praktische aanpak waarmee AI niet alleen sneller produceert, maar ook reviewbaar, controleerbaar en betrouwbaar blijft.

working at team rockstars it?

as an ai engineer or ai consultant

Wondering how to use AI in practice as an IT professional with us? We are not looking for people running blindly after the AI hype. We’re looking for IT professionals who critically understand AI, are technically strong and want to build solutions that matter in the real world.

Our vision of ai

We are on a mission to build AI solutions that make our work and the world more beautiful and safer.
AI is fundamentally changing software development. But one thing remains the same: technology only becomes valuable if you build it right.

So at Team Rockstars IT, we don’t look at AI as hype or a loose tool.We see that AI is going to make an impact in all facets of the software development life cycle.

AI becomes interesting only when it:

  • is scalable
  • is safe
  • fits into existing architectures
  • and actually used by people.

That is exactly where our focus lies.

Our engineers help organizations make AI production-ready. From LLM integrations and AI platforms to governance, MLOps and architecture choices.

AI Innovation Lab

Team Rockstars IT’s AI Innovation Lab is our experimentation space for smart applications of AI in practice. Here we test new ideas in Proof of Concepts, build the AI skills of our colleagues and share our vision for responsible AI use. All with one goal in mind: deploying technology that not only works, but also adds value for people and the organization.

engage with us about ai within your organization

Do you have a question about AI Engineering, doubt about the next step or want to spar about how AI can land with you? Leave your information and we will contact you for an initial interview.