AI Implementation Strategist

Exploring AI is good. Shipping it is better.

Move beyond pilots and implement agentic solutions that transform your business.

Zsuzsanna Tamas

From AI investment
to measurable
business value

The question is no longer whether AI works. The question is where it creates the most value and how to deploy it at scale. I help organizations answer both.

Identify

Find the AI opportunities that create the most business value.

Implement

Build and ship agentic solutions that work in the real world.

Impact

Drive measurable outcomes that compound over time.

Experience that matters

Over the last 10+ years, I've built products, scaled teams, and turned strategy into execution across AI, SaaS, fintech, e-commerce, and consumer technology. Today, I help organizations apply those same lessons to AI, focusing on business outcomes, not technology for its own sake.

More about me
Amazon Music
CoachHub
DKB
Lesara
Adidas Runtastic

The convictions that
shape every engagement

01

Value before model sophistication.

Users don't care about embeddings, agents, or model architectures. They care about getting a job done faster, better, or with less effort.

02

Demos align. Outcomes scale.

A demo is useful because it creates belief. But belief in itself is not value. Value emerges when a capability is embedded into real workflows, adopted by real users, and measured against business goals.

03

AI is the operating layer, not a feature.

Borrowed from YC's AI-native playbook: AI shouldn't be a tool your company uses. It should be the substrate work flows through, making every action queryable, every decision traceable, every loop closeable.

04

Redesign first. Tool second.

A faster bad process is still bad. Before introducing AI, we evaluate what should remain human, what should be augmented, what can be automated, and what entirely new ways of working become possible.

From ambition to action.

I work inside your context: your business, your product, your constraints to build AI capabilities that stick and scale.

01

Audit

We start by understanding where you are and where you want to go. I talk to the right people, map the landscape, and surface what's actually blocking progress before proposing anything.

02

Plan

Based on the audit, I put together a clear proposal: what we'll tackle, over what timeline with clear milestones and deliverables that we can both agree to.

03

Implement

I move the work from plan to execution. Depending on the scope, I work directly with your team or step in to lead the product work, align stakeholders, and keep delivery focused on measurable outcomes.

Let’s explore what AI could unlock for your business

A first conversation is 60 minutes, focused, and no obligation. We'll talk about where you are, what you're trying to achieve, and whether working together makes sense.