Controlled AI implementation within operational and technical systems.

I help organizations reduce manual work, lower error rates and build scalable processes. With governance, audit trails and full technical control. From document automation to ERP integration and system architecture.

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Is this the right fit?

Operational friction limits scalability

Processes rely on email and manual handling
Growth increases complexity instead of efficiency
Errors surface during escalation
There is limited visibility and traceability

You are looking for structural improvement. Not isolated automation.

Analyze my process

Map one operational workflow and identify controlled automation opportunities.

AI must deliver value without reducing control

AI experiments already exist
Governance is unclear
You want no black box decisions
Compliance and auditability matter

You want acceleration, but controlled.

Discuss AI implementation

Define a controlled and scalable AI roadmap.

The code works. But no one truly trusts it.

The codebase grew fast, often with AI or multiple contributors
Logic is scattered across layers
Test coverage is insufficient
Every change feels risky
Refactoring keeps getting postponed

You want control over your system again.

Start codebase analysis

Assess structure, ownership and technical debt.

Recent projects

B2B TradeIndustrialWholesale

Mailbox-to-Order Automation

From incoming email to a created ERP order — automated, controlled, and without manual retyping.

B2B TradeLogistics & ShippingSupply ChainTrade Finance

AI Document Automation for Inventory, Shipping & LC/Collections

Automatically turn inbound email documents into usable output: inventory imports, container planning, shipping labels, and LC/Collections packs — fast, consistent, and controlled.

Energy & HeatingTechnical InstallationRegional Sales Organizations

AI-Powered Inbox Automation for Leads & Service

Automatically classify, structure, and route every incoming email into the right business process.

Recruitment & HRConstruction & TradesShared Services

AI Recruitment Intake: Inbox to Applicant

Automatically process every application email: complete the data, apply policy rules, and register candidates safely and fast.

Services

AI Process Automation

AI Process Automation reduces administrative friction in your operations. By introducing controlled automation across emails, documents and system integrations, organizations reduce manual work, lower error rates and create more room for customer-focused and high-value activities. With full auditability and governance, the organization stays in control.

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AI Implementation Consultancy

AI Implementation Consultancy helps organizations deploy AI in a controlled, secure and scalable way. From process analysis and governance to training and RAG solutions. No isolated experiments, but a clear roadmap with measurable impact.

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Software Architecture

Senior Software Architect for scalable and AI-driven systems. Available on a project basis or as a temporary technical lead to design architecture, reduce technical debt and build a future-proof foundation.

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Codebase Rescue

Codebase Rescue restores structure and control in systems that have grown too fast, often through uncontrolled AI-driven development. Through focused architectural assessment and phased stabilization, complexity is reduced, tech debt is addressed and confidence in the codebase is restored.

How I work

Analyze the process

Map where time, errors, and ambiguity enter the system.

Design for control

Separate interpretation from execution. Add validation and review loops.

Implement iteratively

Ship in 2 week intervals with measurable impact, no six-month waterfalls.

Operationalize

Observability, runbooks, and handover so it stays reliable after launch.

Writing

Need reliable automation or a system that can evolve again?

If you’re dealing with operational inefficiency, inbox chaos, or a brittle codebase? Let’s get in touch.

Get in touch