What to Measure in Year One of AI at Work
McKinsey, BCG, and Gartner show companies adopting AI without being able to measure the return. The problem isn't the tool — it's the wrong unit.
Helber Victor
Skyller Blog
Enterprise AI, in practice
All articles
One Identity for People and Agents
Companies now run 109 machine identities per human. Once AI joins the operation, the corporate directory is what decides what it can see and do.
Rafael Andrade
The File Nobody Reviewed Becomes the Official Answer
New research shows a small handful of malicious files, such as a resume or an invoice, is enough to manipulate what a company's AI treats as truth.
Written by SkyllerIA
Buying one more AI tool is not a strategy
Zylo measured $21M a year in unused licenses per company. Gartner forecasts 150,000 AI agents per large enterprise by 2028. It is time to consolidate.
Adriano Fante
The report that eats three days every month
Monthly closings and management reports eat up days of skilled work every month, much of it spent on manual data collection. Here is what fixes it.
Paulo Brito
When an employee leaves, their AI must leave too
Nearly 9 in 10 ex-employees still get into company systems after they go. Here is the mechanism that cuts AI access together with the directory account.
Rafael Andrade
The Hidden Text That Makes AI Obey Strangers
An ordinary email or web page can carry a hidden order that an AI assistant follows without anyone noticing. Here is what actually stops it.
Helber Victor
The Same Badge to Log Into Everything — Including AI
International reports show companies full of AI tools that skip single sign-on entirely: their own password, no second factor, no login record.
Paulo Brito