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Technology · AI and Autonomous Agents

AI that works inside your day-to-day operations. With rules, oversight and measured results.

BI and AI projects and autonomous agent deployment for small and midsize businesses and multinational subsidiaries: from the right use case to an agent running day to day, with humans in the loop.

Autonomous agentsGenerative AIPredictive analyticsBI and AI
BI and AI projects

From data that explains to agents that act.

AI delivers more when it sits on a reliable data foundation. That's why our projects climb one step at a time: first see, then understand, then predict and, finally, act.

01DescriptiveWhat happened?BI dashboards with the period's results.
02DiagnosticWhy did it happen?Drill-downs and analyses that explain the variance.
03PredictiveWhat will happen?Forecasts for cash, sales, demand and past-due accounts.
04AgentsWhat action should we take?Agents that run routine work within set rules.
Autonomous agents

An agent isn't a chatbot. It carries out the task, start to finish.

It has a goal, access to your systems and rules on what it can decide on its own. When a case falls outside the norm or exceeds its approval limit, it stops and escalates to a person. Pick an example and watch the agent at work.

running
Goal

Tools
Golden rule

Anything out of the ordinary or above the approval limit is decided by a person.

    Examples of agents we have deployed; each one is designed around your company's systems and rules.

    Where AI already pays for itself

    Use cases by function. We start where there's data and a clear owner.

    Finance

    Cash forecastingPast-due riskAutomated reconciliationAssisted collections

    Tax

    Invoice classificationTax checksDocument reading

    Sales

    Sales forecastingOpportunity qualificationProposals and replies

    Operations

    Demand forecastingPurchasing within approval limitsVariance alerts

    Management

    Monthly summary in plain languageNatural-language questions to your BIAutomated reports
    AI under control

    Nothing goes out without you knowing. That goes for people and agents alike.

    01

    Protected data

    Access only to what the agent needs, in line with the LGPD (Brazil's data protection law) and your company's policies.

    02

    Humans in the loop

    Defined approval limits: the agent handles the routine and escalates exceptions to a person.

    03

    Everything logged

    Every action goes into an audit trail showing what was done, when and on what basis.

    04

    Measured results

    Before-and-after metrics, so you can decide on the numbers whether the agent stays, changes or goes.

    Approach

    Start small, prove the value and only then scale.

    1
    Use case

    Choose

    The process that takes up the most hours, with data available and a clear owner.

    2
    Pilot

    Prove

    An agent or model running on a real slice of the business, with before-and-after metrics.

    3
    Scale

    Expand

    More volume, more functions and permanent integrations.

    4
    Operations

    Monitor

    Ongoing monitoring, rule adjustments and periodic review of results.

    Let's talk

    Bring us a task that eats up your team's hours. We'll show you how an agent would handle it.

    In our first conversation, we pick the highest-return use case together and design a pilot with before-and-after metrics.

    No obligationReply within 1 business dayStrictly confidential