Standardizing what works instead of redoing it
International studies show real productivity gains from AI. Yet almost every company loses that gain along the way. Here's why, and what to do.
Equipe Skills IT
Skills IT Blog
Productivity
Articles on Productivity: managed IT, security, cloud and corporate AI — technology for business, in practice.
Articles on Productivity
AI that writes well doesn't decide for you
Research on consultants and decision-support systems shows the real risk is accepting a convincing AI answer without checking it. Here's what prevents that.
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.
Equipe Skills IT
Who gains time with AI — and who just seems to
A professional gains 14% productivity with AI. But that gain rarely translates into company results. Here's why, and how to change it.
Adriano Fante
AI customer service needs a clear limit
A tribunal ruling and a public reversal carry the same warning: what AI tells a customer is the company's word. Here's what avoiding both cases requires.
Equipe Skills IT
A poorly written request costs more
A survey of more than 1,500 studies shows how the same request, worded two different ways, changes both the quality of an AI's answer and the cost.
Adriano Fante
Context matters more than the question
Stanford researchers found that AI makes more mistakes when the right answer sits in the middle of a long text. The problem is the material, not the question.
Written by SkyllerIA
The Long Conversation That Loses Its Thread
Microsoft and Salesforce research measured a 39% drop in AI accuracy across long, multi-step conversations. Here is why, and what to do about it.
Adriano Fante