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AI Governance and Harness

AI is already in the field. Who governs it?

Reveno is the consultancy that organizes AI use in your company and installs the harness: the environment where agents and skills run with an owner, policy, approval and a record.

Built forCEOs, COOs and boards of companies already using AI across several areas who want control before scaling.

Request the DiagnosticWatch the harness decide

Executive Diagnostic in 10 days. We work with a few companies at a time.

Proof

  • +100%1in demand and sales in 3 monthsVibratto
  • 100%2of AI actions with human approval before the CRMMaxCorp Benefícios
See the cases

The harness in action

Pick an action

Illustrative simulation

“Sales agent wants to create 40 leads in the CRM”

  1. Who askedSales agent, owner: Head of Sales
  2. Skillcrm.create_lead, approved skill
  3. PolicyDeduplication: 3 repeats removed
  4. ApprovalBatch above 20: human approval
  5. RecordRequest recorded; no lead created

Awaiting human approval

Manifesto

The problem

The cost of AI never shows up in a single report.

Licenses, pilots, rework and sensitive data live in different budgets. Nobody adds them up. And the risk grows without an owner.

AI without governance

  • Duplicate licenses across areasoutside central view
  • Pilots that started and stoppedno owner
  • Agents running without approvalno control
  • Sensitive data in informal useoutside central view
  • Decisions made without a trailno record

The real total only shows up when someone stops to add it up. Almost nobody does.

The market already shows where this is going

42%1
of leaders have only partial visibility into AI spendingKPMG, 2026
40%+2
of agentic AI projects may be cancelled by 2027 due to cost, value or lack of controlGartner, 2025
41.7%3
of Latin America's AI market in 2026 is in BrazilIDC, 2026

Nobody owns the whole bill. That is exactly where risk grows.

Notes on the numbers

  1. 42% of leaders have only partial visibility into AI spending. Original source: KPMG, 2026. Checked on . Back to the number

  2. 40%+ of agentic AI projects may be cancelled by 2027 due to cost, value or lack of control. Original source: Gartner, 2025. Checked on . Back to the number

  3. 41.7% of Latin America's AI market in 2026 is in Brazil. Original source: IDC, 2026. Checked on . Back to the number

How it works

Diagnose. Organize. Govern.

One track, from the map to a running harness. Each stage delivers something the board can see and hold accountable.

Want to know where the company stands before the call? Free self-assessment

  1. 01 · 10 days

    Diagnose

    We map uses, risks, costs and priorities. You get the executive map and the 30/60/90 roadmap.

    • Inventory of uses by area
    • Risk and invisible cost map
    • Maturity score
    • 30/60/90 roadmap with owners

    You receiveA 12 to 20 page executive document and an 8 slide deck: the blueprint of the harness.

    See the Diagnostic in detail
    Maturity scoreIllustrative example
    • AI use3.6
    • Policy1.4
    • Data2.1
    • People2.8
    • Control1.2
  2. 02 · 6 weeks

    Organize

    We define usage policy, owners and prioritized cases, and implement the harness with human approval before sensitive actions.

    • Policy: allowed, needs approval, not allowed
    • Owners by use case
    • Approved skills and agents
    • Configured harness

    You receiveA published policy, named owners per use case and the harness configured with human approval.

    See the Harness in detail
    Usage policyIllustrative example
    • Summarize an internal meeting allowed
    • Send a proposal to a client needs approval
    • Upload the customer base to a public AI not allowed
  3. 03 · Monthly

    Govern

    The harness runs in the routine. Every execution is recorded, new cases go through review and the board receives a monthly scorecard.

    • Record of every execution
    • Review of new cases
    • Monthly executive scorecard
    • Monthly committee

    You receiveAn executive scorecard and a committee every month, with a record of every run.

    Request the Diagnostic
    Monthly scorecardIllustrative example
    Executions with a record
    100%
    New cases reviewed
    6
    Policy blocks
    3
    Open items with an owner
    100%

Proof · real clients

Organized AI drives results.

Vibratto · AI prospecting engine+100%1

in demand and sales in 3 months

“Reveno organized our AI prospecting with method and control. In 3 months, we grew 100% in demand and in sales.”Deniane Bezerra CEO, Vibratto
MaxCorp Benefícios · Sales AI pipeline2
“Before, AI ran loose and we found problems too late. Now nothing enters our CRM without going through a person, and I see exactly what was done. Reveno took our sales team out of improvisation.”Raquel Corrêa Head of Sales, MaxCorp Benefícios
  1. 01

    Deduplication control to prevent repeated records

  2. 02

    Every AI action requires human confirmation and is logged

  3. 03

    Continuous monitoring to surface deviations early

Results reported by the people responsible for the cited operations; not a promise of universal results.

Proof notes

  1. Vibratto. 100% growth in demand and in sales in 3 months of prospecting organized with AI by Reveno. Result reported by the CEO, Deniane Bezerra; the testimonial was written by Reveno with her authorization. It is not a promise of results for another operation. Disclosure authorized, recorded in Reveno's positioning on . Back to the claim

  2. MaxCorp Benefícios. Rule of the sales AI pipeline designed and operated by Reveno: no AI action enters the CRM without human confirmation, and every action is recorded. The 100% describes the pipeline rule, not a sample. Testimonial by Raquel Corrêa, Head of Sales. Disclosure authorized, recorded in Reveno's positioning on . Back to the claim

Reveno platform

Discover, operate and decide in one system.

Agents & Skills is the open door. Harness is where agents and skills run with control. Evidence brings data to decide before investing.

The ecosystem in numbers
52,304
public components in the Agents & Skills catalog
1,028
flagged high risk by the static triage
6,432
with a change recorded in the last 7 days

Source: agents.reveno.com.br/api/externos/stats, read at build time on

  • 01 / Agents & SkillsDiscover.

    Free marketplace of skills, agents, plugins and MCP servers, with origin, static triage and trust signals.

    52,198 MCP servers and 106 skills, with origin and triage

    Open and free
    Explore the marketplaceSee Spider and Sentinela live
  • 02 / HarnessOperate.

    The governed cloud IDE: one shell per person, with their own Claude Code or Codex account, and a signed receipt for every action the agent takes. Open by invitation.

    1 receipt signed for every tool the agent uses in the workspace

    Early access
    Join the waitlistOpen the IDE demo
  • 03 / EvidenceDecide.

    Synthetic data to test the decision before you invest. Generate a dataset in the Studio and simulate the scenario now, in your browser, with no account.

    0 real people in any generated file: everything is labeled synthetic, with a manifest

    Early access
    Join the waitlistOpen the Studio

Early access

Join the Harness and Evidence waitlist.

We will let you know when your spot opens. No spam, no commitment.

Public status

Every product online, checked by the engine itself.

Published version, the freshness of every data engine and the chain of signed receipts. No manual editing: the page reads what the engine publishes.

Last reading: Products online, with points of attention.generated on

See the ecosystem status

Shipped

What Reveno has published.

Dated releases on reveno.com.br. Every date comes from the site's own record.

  1. Offer

    Organize and Govern ranges published

    The whole track with a reference price: harness implementation from R$ 35k to R$ 90k and monthly governance from R$ 12k to R$ 40k per month.

  2. Offer

    Diagnostic with investment, scope and method references

    The Diagnostic reference range, who leads it, what the Diagnostic is not and how each deliverable maps to the NIST AI RMF and ISO/IEC 42001.

  3. Tool

    Free AI governance self-assessment

    15 questions in 5 dimensions, a score per dimension with an open formula and three priorities. Computed in your browser, no sign-up.

  4. Guide

    Corporate AI usage policy template

    The Allowed, Requires approval and Prohibited matrix, the eight essential clauses and LGPD, with a source for every number.

Nothing runs without an owner.

Start with the Executive Diagnostic. In 10 days, the board knows where AI has entered and what to do first.

Request the Diagnostic

Send your context in 1 minute and pick a time right after.

Request the Executive AI Diagnostic.

Tell us in a few lines how AI shows up in your company today. You don't need a structured project. If it makes sense, we'll schedule a conversation.

It makes sense if

  • AI already shows up in more than one area, with no common rule.
  • The board wants to know risk and cost before scaling.
  • You want to put agents to work, with control.

Step 1 of 2

Understand the scenario

What happens after you submit

  1. You send the context (1 minute).
  2. Right after, you pick a time to talk.
  3. We arrive with an initial read ready.

This isn't an automatic proposal. We don't access systems without authorization.

No need to write technically. In 2 or 3 sentences, tell us what you're seeing today about AI use, risks, questions, or lack of clarity.

0/1000

Straight answers.

What leadership asks before the first conversation.

What is an AI harness?

It is the environment where agents and skills run within rules. It checks who asked, which policy applies and whether the action needs human approval, and records every execution. Without a harness, each agent runs its own way.

Where do we start?

With the Executive AI Diagnostic, in 10 days. It shows where AI has already entered, where the risk is and what to prioritize. It is the basis for designing the harness.

How much does it cost to work with Reveno?

The Executive AI Diagnostic, the entry point, has a reference range of R$ 18k to R$ 35k. The harness implementation (Organize, 6 weeks) has a range of R$ 35k to R$ 90k, and monthly governance (Govern) R$ 12k to R$ 40k per month; those amounts are set after the Diagnostic, based on what it finds. The exact Diagnostic amount depends on company size, how spread out AI use is and urgency, and is set on the scoping call, which is free.

Do you sell tools?

We don't resell licenses or take vendor commissions. The harness is the control layer we implement. Models and tools remain your company's choice.

Do you touch our systems?

Not at first. We first understand the scenario, uses, risks and priorities. You decide what to open.

Is Agents & Skills really free?

Yes. The marketplace is open. What changes is how you run it: inside a harness, with an owner, policy and a record.