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@RUMBO-IA

RUMBO IA

Operational AI Systems — Revenue Recovery, Agent Reliability and Guardian. Human-controlled, bounded and verifiable.
README.md

RUMBO IA — Operational AI Systems

RUMBO IA builds supervised, bounded and verifiable AI systems for real operational workflows.

Our public work is organized around three pillars:

  • Revenue Recovery — controlled workflows for lead follow-up, proposals and commercial recovery.
  • Agent Reliability — state, continuity, execution controls, readback and evidence for AI agents.
  • Guardian — defensive assurance, policy boundaries and auditability for higher-risk workflows.

How we build

We separate capability from authority and execution from verified outcome.

Capability != Authorization != Execution != Verified Outcome

Human control, least privilege, explicit boundaries and durable evidence are part of the architecture rather than after-the-fact documentation.

Public surfaces

Evidence boundary

Demo, pilot, candidate, merged code and production are different evidence states. RUMBO IA does not claim customer scale, guaranteed ROI, third-party endorsement, production deployment or verified outcomes unless the referenced evidence proves that exact state.

Human control before consequential action. Evidence before claims.

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