Product Engineering & AI Strategy

From idea to working product — without the guesswork

I help companies build smarter IT products, streamline operations with AI, and turn complex business problems into clear, executable roadmaps.

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Typical engagement flow
Discovery & context Understand your goals, constraints, and current state
Opportunity mapping Identify what's worth building — and what isn't
Design & roadmap Translate strategy into actionable artefacts
Execute & iterate Drive delivery with engineering teams
Available for new projects
EU timezone · Remote-first
10+
Years in product & tech
AI-first
Process design approach
Full
Product lifecycle coverage
What I do

End-to-end product expertise — when you need it

Whether you're validating an idea or scaling an existing system, I bring hands-on technical product management to every engagement.

01

Technical Product Management

Bridging the gap between business goals and engineering reality. I own the product vision, roadmap, and prioritization — speaking fluently with both stakeholders and developers.

Roadmap · Backlog · Delivery
02

Discovery & Opportunity Mapping

Fast, structured discovery phases that cut through uncertainty. User research, competitive analysis, and technical feasibility — so you invest in the right thing, not just anything.

Research · Validation · Strategy
03

AI-Driven Process Design

Embedding AI capabilities into your operations meaningfully — not as a gimmick, but as genuine leverage. I identify automation opportunities and manage the transition to production.

Automation · LLMs · Integration
04

Business Process Audit & Improvement

A diagnostic look at how your teams work today — where friction hides, where handoffs break, where value leaks — followed by a concrete, prioritised improvement plan.

Audit · Optimisation · Change
05

UX & Product Design Leadership

Shaping user experience from first principles. Personas, journey mapping, wireframes — ensuring UX decisions are grounded in real user needs and business outcomes.

UX · Journeys · Wireframes
06

New IT Product Creation

End-to-end support for companies launching a new digital product — from initial concept and team formation to architecture decisions, vendor selection, and go-to-market readiness.

0→1 · MVP · Launch
How I work

A structured approach to complex problems

Every engagement starts with clarity, not assumptions.

01.

Understand the problem

Deep-dive into your business context, current state, and actual pain points — not just the brief.

02.

Map the opportunity

Identify what's worth building or changing, grounded in data, user insight, and technical reality.

03.

Design the solution

Translate strategy into actionable artefacts: roadmaps, process flows, specifications, prototypes.

04.

Execute & iterate

Drive delivery with engineering teams and stakeholders, measuring outcomes and adapting fast.

“

The best time to bring in product expertise is before you've made expensive decisions.

Clear roadmaps that engineering teams can actually follow
AI integrations that create real operational leverage
Process improvements with measurable outcomes
Products designed around users, not assumptions
Ready to start?

Stop planning to build.
Start building.

Let's talk about where you are and where you're heading — no hard sell, just an honest conversation.

Book a free discovery call
Get in touch

Let's solve something together

Whether you have a specific project in mind or you're still figuring out the problem — I'm happy to talk it through. No hard sell, no templates. Just a conversation.

hello@stanlab.tech
Response within 24 hours
Remote-first · EU timezone

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I'll be in touch within 24 hours. Looking forward to the conversation.