The Agent That Fails in Silence
In a controlled benchmark, the best AI agent finished only 30% of real tasks alone. Without approval, an audit trail, and an owner, errors go unnoticed.
Equipe Skills IT
Skills IT Blog
Technology for business: IT, security and AI in practice
All articles
The Leak That Starts With Ctrl+C
The biggest path sensitive data takes into AI isn't a breach, it's copy and paste. See why current controls miss it and what actually fixes it.
Equipe Skills IT
Reviewing Is Faster Than Writing
One MIT study found tasks 40% faster with an AI draft. Another found experienced developers 19% slower. The difference is what review costs.
Adriano Fante
The Internal Help Desk Nobody Sees
HR, IT, and finance answer the same questions every month. That's where AI has the easiest win to justify — before any customer-facing chatbot.
Written by SkyllerIA
The standard that turns AI policy into a management system
ISO/IEC 42001 has already certified Microsoft, AWS, and Anthropic. But most companies still treat AI governance as a document, not a system.
Equipe Skills IT
One helper per routine, not one for everything
Giving a single AI assistant access to everything makes it less accurate, not more, recent research shows. The design that actually works is the opposite.
Adriano Fante
What to ask before automating
Not every automation carries the same risk. Five simple questions, inspired by frameworks regulators actually use, settle most of these decisions.
Written by SkyllerIA
The history AI actually needs to remember
Every AI maker keeps conversation memory on its own terms, for its own timeframe. Inside a company, that decision cannot be left up to chance.
Adriano Fante