We don’t compete with AI. We complete it.
AI tools are powerful. But between what they can do and what your business actually needs is a gap — of strategy, design, integration, and care. We fill that gap.
The expensive gap.
Every business has processes that consume time and add little value. Reports that take hours. Data scattered across ten systems. Customer requests answered manually, one by one.
This work keeps the lights on. It does not move the needle.
We identify the processes costing you the most time and money, and we build AI systems that handle them — faster, cheaper, fewer errors. Not a prototype. Not a pilot. Production-ready, sprint-delivered, outcome-measured.
Built different. On purpose.
Production-first
We build AI systems designed for production from day one. No prototypes that stall. No pilots that never scale. Every engagement is scoped to deliver measurable business outcomes.
European-native
Born in the EU. Deep understanding of GDPR, the EU AI Act, data sovereignty, and European regulatory requirements. Our clients get compliant AI by default — not as an afterthought.
Full-lifecycle
From strategy through engineering, deployment, governance, and managed operations — we support the entire AI journey. One partner, one relationship, complete accountability.
Vendor-agnostic, opinionated
We recommend the best technology for your specific needs — not what generates the highest vendor commission. Open-source where it creates value. Commercial where it delivers advantage.
What we stand for.
Craft over convenience
Full product cycle on every project. UX and testing are non-negotiable.
Speed of truth
Problems surfaced before surprises. AI limitations stated before contracts signed.
Outcomes, not outputs
Success equals business results. Every engagement starts with a measurable success metric.
Client as co-builder
Working software shown every sprint. Feedback shapes the product. No black boxes.
Perpetual frontier
New models evaluated monthly. We recommend what we tested this quarter.
The Founder
Wilson Capitao
Founder & Lead Consultant
Wilson founded capitao.consulting to be the firm he wished existed: small enough to care about every detail, skilled enough to deliver end-to-end, and fast enough to show results in weeks.
7+ years across product management, data science, and engineering. Products shipped in healthcare, tourism, in-flight services, transport, construction, and more. International delivery across Portugal, USA, and UK.
Full-stack capability: strategy, UX design, code, data pipelines, AI/ML — one person who understands the full picture. European-native with deep GDPR and EU AI Act expertise.
“The best consultancy work happens when the person who understands your strategy is the same person who writes the code.”
- 7+ years: product, data science, marketing, engineering
- Industries: healthcare, tourism, in-flight, transport, construction
- Full-stack: strategy → UX → code → data pipelines → AI/ML
- International: Portugal, USA, UK
- European-native: GDPR, EU AI Act
- Frontier: evaluates new AI models monthly