AI Department & strategy

AI Department: AI strategy & AI specialists

Staff roles with AI – controlled, measurable, compliant by design. I analyse your org chart, identify the roles with the biggest leverage and staff them with AI specialists that your team steers and approves.

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What it is about

An AI Department means that individual roles in the org chart are staffed with AI specialists – in accounting, dispatch or customer service – while humans steer, review and approve. Unlike a loose bundle of tools, an AI Department is an organisational unit with clear responsibilities, autonomy levels and approval gates. The AI strategy defines which roles are staffed first, what economic effect is expected and how accountability, data protection and the EU AI Act are safeguarded. This turns AI from an experiment into a controllable part of the organisation.

This matters for mid-sized companies and corporations now because skilled staff are scarce and AI agents can reliably take over repetitive work. Yet many initiatives fail: pilots are launched without any link to the org chart, nobody owns the outcome, and questions about GDPR and the EU AI Act are only asked once the system is already running. The result is demos that impress but never reach operations – and a team that experiences AI as a risk rather than relief.

I developed the AI Department and built it myself as a company cockpit: 51 AI specialists modelled on real job profiles, four autonomy levels, approval gates and an AI Act log. My company, mysoftwarelab GmbH in Worms, has been built AI-first since 2021 and today runs about 80 % on AI agents. For clients I start with an org chart analysis that is ready after two weeks; the first agents typically go live after about six weeks. At a mid-sized logistics company, automating logistics processes with AI delivered a 40 % efficiency gain.

Who it is for

Managing directors of mid-sized companies whose teams are stretched by the skills shortage and routine work
Corporate divisions that finally want to move AI pilots into regular operations
Companies that need to introduce AI in line with GDPR and the EU AI Act
Decision-makers who need a prioritised roadmap with a concrete ROI before committing budget

Sound familiar?

AI pilots that never make it into operations
The skills shortage slows growth and teams are overloaded
Uncertainty about GDPR, the EU AI Act and accountability

What you get

Org chart analysis with 5–10 prioritised roles
3 quick wins with a concrete ROI
6-month roadmap including budget and KPIs
Approval gates and autonomy levels per role
Workshop for management and team

cockpit.mysoftwarelab.com

Why I can do this

Developed the AI Department with 51 AI specialists

Approach

From the first call to a running system.

1Week 1
In-depth interview
120 minutes with management: goals, bottlenecks, processes.
2Week 2
Analysis & roadmap
Roles, quick wins, business case – prepared in the presentation hub.
3from week 6
First agents live
The first AI specialists work in the cockpit, your team approves.
4ongoing
Scale
More roles, KPI reviews, team training.

Why I can do this

Own company AI-first since 2021, today ~80 % on AI agents
40 % efficiency gain through AI automation at a mid-sized logistics company

Technology

Claude & Claude Agent SDKOpenAIHuman-in-the-loop workflowsAudit trailEU AI Act

Example from practice · Mid-sized logistics company

40 % more efficient logistics processes

At a mid-sized logistics company, an AI system takes over parts of route optimisation and warehouse logistics. Manual steps disappear and the team decides at the approval points. Result: a 40 % efficiency gain.

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Questions & answers

What company size is the AI Department suited for?

For businesses from around 5 employees up to companies with multiple sites. You always start with a single role or department.

Will AI replace my employees?

No. AI takes over repetitive work, your team steers and approves. An approval gate is always held by a human.

How quickly will I see results?

The analysis is ready after two weeks; the first agents typically go live after about six weeks.

What does it cost to get started with an AI Department?

The first call is free. I offer the org chart analysis at a fixed price, so you know your budget before anything starts. I check funding programmes with you in the first call.

How does the AI Department comply with GDPR and the EU AI Act?

Compliance is part of the architecture: every role has an autonomy level and an approval gate that is always held by a human. Agent decisions are documented traceably in the AI Act log. Hosting is in Germany, with no lock-in.

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