Instituto FAROL de Fluência Agêntica
We measure how a company's teams work with artificial intelligence and help change that practice.
What agentic fluency is.
It is the ability to describe a piece of work, hand it to an AI, follow the execution and check what comes back. An agent is an AI that carries out the task, often connected to the company's systems, instead of only answering in a conversation. The more work goes through agents, the more this ability sets one team apart from another.
That is why we do not count licenses or usage volume: an agent produces a lot of activity from any request. We look at practice, across six dimensions: Knowledge, Tools, Delegation and verification, Processes, Productivity and Learning.
What we do.
- Diagnostic: where the company stands in its use of AI, with the whole team answering, not only leadership.
- Jornada FAROL: four-week practical training, on the company's real work.
- Immersion consulting: two to four months inside the operation, with leadership.
- Raio-X and follow-up: an individual picture of how each person works with AI, free until October 2026; read continuously, it shows the team's progress in bands.
- Sector map: for industry bodies, a portrait of AI use in a sector, without identifying any company.
Where it came from.
The work began in April 2026, inside a software company, as an AI maturity index built on 80 sources and seven international references. Soon after, we swapped the idea of maturity for that of fluency: in AI the yardstick moves too, and what was advanced a few months ago becomes basic. That is why we measure, at every reading, where the person and the company stand and where the frontier is.
Who leads the work.
Giordano Cabral and Filipe Calegario lead the consulting and training engagements. The method comes from a network of researchers from several institutions, among them the Center for Informatics at UFPE (CIn-UFPE).
How we handle people's data.
In the Raio-X, the person sees their own full picture first. Only a summary in bands goes to the company, if the person authorizes it, with no excerpt of any conversation, and they see in advance what would be sent. We do not accept the use of the Raio-X for ranking, punishment or performance evaluation. Names of client companies are not disclosed without written authorization.
The name.
The institute appears as FAROL, Instituto FAROL, Instituto FAROL Agêntico, Instituto FAROL de IA and Instituto FAROL de Fluência Agêntica em Inteligência Artificial: all refer to this institute, at farol-ia.org. We are not affiliated with other organizations, products or projects that use the name Farol.
Tell us what your company wants to solve.
You will hear back from the person who leads the work. The first conversation is to see whether it makes sense and where to start.
- You write to us on WhatsApp or by email.
- We schedule a conversation with the person who leads the work, to see whether it makes sense and where to start.
- If it does, you receive a written proposal: team, timeline, deliverables and price, before any commitment.