AI Transformation Consulting — Culture × Technology
We're Aleksandra and Przemek — a COO and an AI Solution Architect. She transforms how people and organisations work. He transforms how technical teams adopt and build with AI. Most AI transformation consultancies cover one side. We cover the whole company.
80% of AI projects fail — twice the rate of non-AI IT projects — RAND Corporation, 2025
Who We Help: Leaders Navigating AI Transformation
You bought the AI tools. Adoption didn't follow.
Licenses are paid, pilots were run, maybe someone even built a workflow. But most of your team is still doing things the old way — or using ChatGPT for emails and calling it transformation. You need someone who connects the tech to how people actually work.
Your CEO uses AI daily. The rest of the company doesn't.
The gap between "I use GPT" and "we work differently as an organisation" is bigger than it looks. One person's productivity hack doesn't scale without redesigned workflows, clear ownership, and technical infrastructure. That's a transformation problem, not a training problem.
Your leadership team isn't ready for what's coming.
AI is changing roles, decision-making, entire functions. Your managers weren't trained for this. Neither were you — nobody was. You need people who can help leadership navigate the change, not just announce it.
You know what's technically possible — but the org can't absorb it.
You're the CTO or tech lead who sees the opportunity. But roles are unclear, processes don't match the new workflows, and the business side isn't moving fast enough. You need someone who speaks both languages.
You see the organisational gaps — but don't know which tech to bet on.
You're the COO, ops leader, or founder who knows things need to change structurally. But you don't know which stack, which tools, which architecture will actually deliver. You need a technical partner who gets the business context.
Everyone says they're using AI. You don't see the results.
The tools are there, people claim they use them, the budget is spent. But nothing actually changed — no time saved, no processes improved, no measurable impact. You suspect most of it is superficial. You need someone who can tell the difference between real adoption and AI theatre.
Boutique AI Consulting vs Traditional Consultancy
Most AI consultancies bring one perspective. We bring the whole picture.
Typical approach: They send a strategist who's never managed a team. Our approach: You get a COO and an Architect who've done the job, not just advised on it.
Typical approach: They deploy tools. Adoption is your problem. Our approach: We redesign how people work so adoption isn't a separate problem.
Typical approach: Two firms. Two invoices. The people side and tech side never talk. Our approach: One team. One diagnosis. Culture and technology, integrated from day one.
Most AI consultants are either technical or organisational. We're both.
Aleksandra
Sees the company from the inside: how people actually work, where accountability breaks, what leaders miss. Redesigns roles, ownership, and decision-making so AI adoption sticks — not just gets announced.
Connects to →
Roles that match what's technically possible. Change that sticks because the tech works.
Przemek
Sees the company from the technical side: where AI fits your real workflows, which teams are ready, what to build vs. buy. Makes the technical calls — tools, models, architecture — at the level that serves the organisation, not the vendor.
Connects to →
Tech choices informed by how the org actually works. Architecture that people can absorb.
The gap between these two perspectives is where most AI transformations die. That's exactly where we work.
AI Transformation: People, Operations, and Technology
Here's where we work.
- Diagnosing what's actually blocking adoption (it's rarely the tech)
- Redesigning workflows and habits around new ways of working
- Job crafting — rethinking what people do now that AI handles part of their work
- Redesigning structure, roles, and ownership for how work actually gets done
- Coaching managers to lead the change, not just announce it
AI Transformation Services
Three ways to work together. No fluff.
A full diagnostic of your organisation — from both sides. Aleksandra maps roles, processes, and leadership readiness. Przemek maps your technical landscape — current stack, AI opportunities, what's buildable with what you have.
What you get:
- Where AI can actually change how your teams work — and where it's not worth the effort
- What organisational changes are needed to make it stick
- Your tech stack vs. what's technically possible — gaps, opportunities, quick wins
You get a clear-eyed diagnostic and implementation roadmap: what to do first, what to skip, what to measure.
Not a slide deck. A plan you can actually execute.
You come with a specific problem — or you need a second brain to think things through. We get to the root of it. We ask the questions others don't ask. We tell you what we see — including what you might not want to hear.
people, operations, org design, leadership, culture, AI adoption strategy
technical architecture, AI stack decisions, solution design, technical team coaching, feasibility checks
60-min sessions. One-off or ongoing. You'll know after the first one which you need.
Sometimes you don't need the full picture — you need help with a specific problem. We scope to what's actually needed and work alongside your team until it's done.
- AI adoption — from "people aren't using the tools" to workflows that actually changed
- Technical strategy — the right stack, the right architecture, the right build-vs-buy calls for your situation
- Leadership readiness — equipping managers and execs to lead through AI-driven change, not just approve it
- Role and org redesign — rethinking who does what now that AI handles part of the work
- Adoption measurement — defining what success looks like, tracking it, killing what's not working
- Technical team enablement — coaching your engineers to make confident AI decisions without external dependency
Our Approach to AI Transformation
We're model-agnostic, vendor-neutral, and allergic to hype. We start by listening — because the visible problem is rarely the real one.
We tell you what we see. Especially when it's uncomfortable. And we hand things over so they work without us.
About
Aleksandra Kubicka
COO & Organisational Change Consultant
Over 10 years in people strategy, leadership development, and performance management across startups and scale-ups. Moved into C-level operational roles managing people, ops, legal, BI, sales, and customer success teams — sitting at the executive table, owning outcomes, not just advising on them. Background in neuropsychology and executive coaching. Specialises in organisational design, AI change management, and culture transformation that makes AI adoption stick.
"AI transformation is not a technology project with a people component. It is a people project with a technology component."
Przemysław Kubicki
AI Solution Architect & Technical Strategist
Over a decade as a developer, solution architect, and AI adoption strategist. Led technical teams through change — from scaling web applications to embedding AI into how organisations actually work. Specialises in enterprise AI architecture, agentic workflow design, model selection, and building real AI competence across technical teams. Helps companies make the right AI decisions — tools, models, architecture — at the level that serves the organisation, not the vendor.
"The most expensive AI implementation is the one your organisation refuses to use."
Together: one person who understands why organisations resist change, and one who knows exactly what's technically possible. Most consultancies have one or the other.
Frequently Asked Questions About AI Transformation
Answers to the questions leaders ask most often.
AI transformation is the process of fundamentally changing how an organisation works by integrating artificial intelligence into workflows, decision-making, and operations. Unlike simple AI adoption (adding tools), transformation requires changes to culture, roles, processes, and technical infrastructure simultaneously.
If you've read this far, we should probably talk.
Drop us a message — tell us what's happening and we'll tell you if we can help. We reply ourselves, within 24 hours.
[email protected]Remote worldwide. CET/CEST timezone.