Conception, PoC, MVP, production use. One person who connects strategy, architecture and engineering – built on 25+ years of web development, platform operations and digitalisation.
Thomas Stermole
Your AI partner from strategy to operations · Certified AI Manager (Austrian Standards)
From idea to a running system
Clarify use cases, feasibility and scope together in a workshop.
Data, stack, security and governance.
Quickly prove assumptions, then build hands-on with real users.
Monitoring, maintenance and continuous improvement.
Even with an existing project: you can enter at any phase.
Those who skip phases pay for them twice later.
Three modular entry points – you choose what fits your maturity level.
When clarity comes first: a workshop instead of jumping straight to tooling. Sort out potential, risks, conditions and next steps together.
Suited to companies that want to start in a structured way and need a sound basis for decisions.
When the direction is clearer: guidance on architecture, stack selection, target picture and implementation preparation – with a technical reality check.
Suited to companies that want to bring AI into processes and systems in a controlled way.
When decisions should turn into solid solutions: technical support, prototypes, integrations and a controlled handover into everyday work.
Suited to companies that want to evaluate AI not only conceptually, but bring it cleanly into existing processes.
I work on a small number of projects in parallel – but with full attention.
My AI expertise builds on years of experience in web development, platform architecture, UX, and systems thinking – sharpened by my own products like FlowMind. That sharpens the view: AI is never isolated, but always part of data, processes, people, and business reality.
This combination of strategy, architecture, and operational implementation ensures that decisions not only sound good conceptually but also hold up in everyday use.
Thomas Stermole
Your AI partner from strategy to operations · Certified AI Manager
Business understanding and architecture combined with real implementation experience – instead of just recommending tools.
Open source, local models, and controlled data flows are not an add-on but part of clean architecture.
Real projects, real constraints, maintainability, and sensible next steps – not generic AI promises.
Close to the mid-market, with experience from larger organisations and regulated environments.
Projects for, among others
„Thomas grasped the complex project quickly, communicated clearly, and delivered reliably. That blend of technical understanding and professional collaboration makes the difference.“
Martin Guntermann
Managing Director · experdoo GmbH
AI should relieve teams, prepare decisions, and keep responsibility visible.
Sensitive information needs clear data flows, secure architecture, and transparent rules.
No AI for mass surveillance, weapons, manipulation, or the wholesale replacement of staff.
For companies that want to implement AI seriously. Clear, honest, without sales pressure.
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