Aline Souza

Work

Selected work, frameworks and research.

Evidence-based work — built to be used, not only described.

Company

Seu Estilo

An AI-powered fashion and personal styling platform — an early-stage venture exploring human-centred AI in a new domain.

Framework

AI Governance Operating Model

A practical structure defining ownership, oversight and escalation for AI systems across an organisation — making governance operational rather than theoretical.

Transformation

Enterprise AI Adoption

Cross-functional programmes moving AI from pilot to production, tied to measurable business value and clear accountability.

Research

Foundations Before Governance

Ongoing research on what must exist — in leadership, data and trust — before AI governance can function.

Framework

Human-Centered AI Design

An approach placing people, judgement and adoption inside the system architecture from the start.

Want to work together?

Commercial engagements run through Coffee with Data.

Get in touch