Oslo · Working internationally
Aline Souza is an AI executive, founder, speaker and author working at the intersection of AI, data, strategy, leadership and governance.
Her path did not begin in strategy decks. It began in engineering and data — in the mechanics of how systems are built and how they behave in the real world.
From there she moved into AI leadership, governance and human-centred transformation — helping organisations decide not only what AI can do, but what should be built, why, and for whom.
She is the founder of Coffee with Data and the creator of Seu Estilo, speaks at major international events, and writes on the foundations required to make AI trustworthy and useful.
Trajectory
Four roles, one conviction — AI must be led, not just built.
Executive
Leading AI with clarity and accountability
Aline builds and leads AI organisations where technology, people and strategy converge. Her work turns ambiguous ambition into operating decisions — what to build, what to govern, and what to leave undone.
- AI executive leadership
- Governance and operating models
- Enterprise transformation
Founder
Building companies that practise what she advises
She is the founder of Coffee with Data — her company and platform for advisory, education and the wider conversation on AI and data — and the creator of Seu Estilo, an early-stage venture applying human-centred AI to personal fashion and styling.
- Coffee with Data — advisory and education
- Seu Estilo — AI styling venture
- Incubating new ventures
Speaker
A voice on international stages
She speaks at major global events on AI leadership, governance and human-centred strategy — translating complexity into language leaders can act on, without hype.
- International conferences
- Keynotes and panels
- Executive forums
Author
Writing the foundations before governance
Her writing examines what must exist — in leadership, data and trust — before AI governance can function. A forthcoming book develops this thesis in full.
- Essays and research
- Forthcoming book
- Editorial work
Evolution
- 01
Engineering & Data
Aline began in engineering and data — building the technical fluency to understand how systems actually work beneath the strategy.
- 02
AI Leadership
She moved into AI leadership, translating technology into decisions, accountability and direction that organisations could act on.
- 03
Governance & Trust
Her focus sharpened on governance and trust — the structures that make AI safe to deploy and credible to rely on.
- 04
Education & Speaking
Today she educates, advises and speaks internationally, helping leaders navigate AI with clarity rather than hype.
Perspective
Technology is never the whole answer
AI fails when the conversation stays technical. It succeeds when leaders own the decisions around it.
Governance enables, it does not block
Good governance is what makes AI safe to scale — not a brake on innovation.
People are part of the system
Adoption, judgement and trust are not soft concerns. They are architecture.
Clarity creates movement
Complexity must be translated into decisions, structures and action.
Let's connect.
If your organisation is navigating AI strategy, governance or transformation, bring the challenge.
Get in touch