Blog & Insights
Practical AI insights, implementation lessons, and innovation stories
Fast AI prototypes, slow compliance problems: when internal apps become a GDPR risk
Internal AI apps connected to CRM, email, or documents can create GDPR risk well before the business notices. The problem usually starts with access permissions, connectors, and personal data pulled in for convenience.
Trabalho XXI failed. What it means for SMEs (and why investing in AI just got more obvious)
Portugal’s Trabalho XXI labour reform collapsed without an agreement. For SMEs, the rules stay (for now), but uncertainty rises. A practical response: hire fewer, hire better, and add capacity with AI.
NIS2 in Portugal: how an SME should respond without falling into compliance theatre
Many SMEs may be covered by NIS2, directly or indirectly. The real challenge isn't legal: it's governance, evidence, and response capability.
98% of Companies Are Implementing AI. Only 5% See Results.
McKinsey says 98% of companies are implementing AI, but only 5% see bottom-line impact. Here's a practical framework for small businesses to close the gap.
IA nas PME PRR: Results Are Out — Here's What Approved Companies Should Do Next
The IA nas PME PRR results were published in February 2026. If your project was approved, the real work starts now. Here's what the implementation phase looks like — and how to choose the right partner to make it succeed.
AI+X Summit Zurich: Where Innovation Meets Real-World AI Applications
Reflections from AI+X Summit in Zurich, where startups showcased groundbreaking AI applications from ecosystem monitoring to emotional robotics, plus insights on LLM fine-tuning and evaluation challenges.
Transform Your Team's Productivity with AI: Corporate Training Program Now Available
Equip your team with practical AI skills that deliver immediate ROI. From €150 per employee, with discounts for larger teams. No technical background required.
AI Horizon 25 in Davos: Shaping Europe's Responsible AI Future
Reflections from attending AI Horizon 25 in Davos, where leaders gathered to shape European AI policy and contribute to the Declaration from Davos on responsible AI development.
IA nas PME - Notice 03/C05-i14.01/2025: PRR Funding up to €300,000 for AI Adoption
Notice 03/C05-i14.01/2025 - IA nas PME Line from PRR with €100 million for up to 75% non-refundable funding. Learn about eligible expenses for IA nas PME and how to prepare your application.
NGI Enrichers Fellowship: Advancing Wind Turbine Analytics at EDPR North America
Insights from my NGI Enrichers fellowship at EDP Renewables North America in Houston, where I developed machine learning solutions for wind turbine downtime reconciliation and explored the US renewable energy landscape.