AI consulting and agentic engineering with governance

AI works
for you.
You stay
in
control

I introduce AI in companies and development teams: training, a protected AI environment, agents and software development with agents. With fixed rules, human approval and prices that are settled beforehand.

30 minutes · remote · Ludwig Oswald, Munich

How a change flows · demoWaiting for approval
  1. 01RequirementAgent
  2. 02PlanAgent
  3. 03DesignAgent
  4. 04CodeAgent
  5. 05VerificationAgent
  6. 06ApprovalHuman
  7. 07ReleaseAgent

No merge without approval. Gates before it: Definition of Ready, at least 80% test coverage, security scan.

02 Approach

Agents in fixed roles. Gates at every step. People accountable.

This is how I build software myself: every task passes through the same stations. Whatever fails a gate does not move on.

Principle 01

Roles instead of prompts

Agents work in fixed roles: requirements, planning, design, code and verification. Every task passes through the same stations.

Principle 02

Gates instead of hope

Tests, type checks and security scans run automatically. Whatever fails a gate does not move on.

Principle 03

Approval by people

No merge without review and approval. Accountability stays with your team.

See how this works in software development →

03 Guide

Which entry point fits you?

Tick what applies to you. You see at once which entry point fits.

Recommendation

Tick what applies. The recommendation appears here.

Discuss it in an intro call

The evaluation stays in your browser; nothing is transmitted.

04 About me

Architect, tech lead and a daily user myself.

Portrait of Ludwig Oswald
Ludwig Oswald · Cloud & Solution Architect

I am Ludwig Oswald, a cloud and solution architect based in Munich. For more than ten years I have been responsible for architecture, teams and security in software projects, including automotive, mobility and medical technology.

I am currently CTO of a start-up whose development runs end to end with AI agents: fixed roles, a versioned rule set, gates in the pipeline and human approval. What I introduce for you, I use myself.

Architecture
Cloud and solution architecture, platforms on AWS, Azure and GCP
AI engineering
AI agents, MCP integration and software development with agents
Compliance
DevSecOps, including BSI C5 and ISO 27001
Certified
iSAQB CPSA-F, PSM I, PSPO I, ITIL
Location
Munich, remote and on site
05 Contact

30 minutes to find out whether it fits.

In the intro call we look at your situation: team size, tools, and what has changed since AI tools were introduced. Afterwards you receive an offer within one working day, or a clear recommendation not to proceed.

I use your details only to answer your enquiry. More in the privacy policy.