Decision Architecture

Context Graphs

Decision Traces

Decisions are the new

system of action.

Most enterprise AI accelerates task.

Almost none coordinates the decisions where revenue and margin are determined.

Providio encodes enterprise decision architecture.

Stealth

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Entering market

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Patent-pending

The coordination Gap

Revenue outcomes span multiple functions.

Pricing, Revenue Management, Marketing, and Finance each see the same outcome through a different lens. Signals arrive at different speeds. Alignment happens through spreadsheets, meetings, and delayed reporting.

The result :
Measurable P&L impact from decision latency — not poor intent.

What changes

Context

Your Decision Logic Encoded

Your Decision Logic Encoded

Your Decision Logic Encoded

Your KPI definitions, policy boundaries, and approval thresholds — structured so the system reasons the way your organization does.

Reasoning

Decisions That Don't Wait

Cross-functional signals unified. Competing priorities reconciled. Recommendations your teams can act on — before the window to act has passed.

Execution

Accountability Built In

Every recommendation is logged and auditable. Autonomy expands only where performance is proven. You define the guardrails. The system stays inside them.

How it works

Architecture

Industry Ontologies

Structured vocabulary encoding how your industry defines signals, KPIs, and decision boundaries. The system reasons in your language — not generic terms

Structured vocabulary encoding how your industry defines signals, KPIs, and decision boundaries. The system reasons in your language — not generic terms

Models

Domain-Tuned Models

Mixture-of-Experts models fine-tuned on your decision logic, policy constraints, and approval choreography. Not a frontier model. Built for this layer.

Mixture-of-Experts models fine-tuned on your decision logic, policy constraints, and approval choreography. Not a frontier model. Built for this layer.

Auditability

Decision Traces

Every recommendation logged, auditable, and traceable to the context and constraints that produced it. Autonomy expands only where performance is proven.

Unified Context

Context Graphs

Cross-functional signals unified into a single reasoning surface — demand, supply, pricing, and financial impact in one context, not four.

Cross-functional signals unified into a single reasoning surface — demand, supply, pricing, and financial impact in one context, not four.

Beyond workflow automation — coordinated outcome execution across every function.

Airlines first — where coordination friction is unmistakable and the P&L impact is direct. The same coordination gap exists wherever revenue and margin decisions span multiple functions.

Design partner conversations open.

We are working with a small number of airline and mobility operators to encode enterprise decision architecture in production. If that gap sounds familiar, we would welcome a conversation.

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STEALTH