• AI you can verify. Decisions you can defend. This is decision intelligence from data².

  • AI you can verify. Decisions you can defend. This is decision intelligence from data².

reView™ The Decision Intelligence Platform

reView™ The Decision Intelligence Platform

reView is the Decision Intelligence platform that sits above the systems your enterprise or agency already runs, on-premises and cloud, without replacing them. It connects your ecosystem, across the combined context, and returns every conclusion as an auditable Decision Record™: the evidence, the reasoning, the confidence, and the governing policies behind it. The result is a decision that stands up to a board, a regulator, or mission oversight.

General AI produces answers. BI produces charts. reView produces decisions you can defend. Built on the data² Decision Intelligence Reference Architecture (DIRA²™).

Your Systems Weren't Built to Decide Together

Critical decision context is distributed across your enterprise. Each system holds part of the picture, so it's hard to reason across the whole and trace a conclusion back to its evidence. Decisions arrive slowly, and they struggle to withstand scrutiny.

reView closes that gap. Your systems of record stay where they are, under their existing governance, while reView brings their data, tools, and AI into one decision layer, built for enterprise and government teams operating in high-consequence environments.

  • The intelligence layer you have always needed, but never had

    The intelligence layer you have always needed, but never had

    The intelligence layer you have always needed, but never had

    The intelligence layer you have always needed, but never had

    The intelligence layer you have always needed, but never had

    The intelligence layer you have always needed, but never had

How reView Works

From Your Ecosystem to a Decision, in Four Moves

Connect

Integrate your existing enterprise ecosystem through the data² connector suite. Each source stays in place, under its existing governance.

Outcome: your enterprise ecosystem, connected with continuity.

Understand

Create a living knowledge model that resolves and disambiguates entities, maps relationships, and applies policies, terminology, and temporal context.

Outcome: distributed information becomes shared decision context.

Decide

Reason across the connected context with the right mix of models and agents, weighing evidence, reconciling conflicts, and measuring confidence.

Outcome: a recommendation with the reasoning shown, patented for accuracy and explainability.

Defend

Govern every recommendation and capture it, with its evidence, reasoning and provenance, as a Decision Record.

Outcome: a decision that stands when someone asks how you got there.

The category framework behind these four moves is the data² DIRA².

How reView Reasons

Grounded Reasoning, Traceable to Your Data

Grounded, not guessed

reView reasons over your connected knowledge graph, not a model's memory, so every conclusion traces back to your data.

Many methods, reconciled

It combines retrieval, business rules, and multiple models rather than trusting one, and surfaces where they disagree.

Bounded and explainable

It shows the reasoning chain, calibrates confidence to the evidence, and declines to answer when the evidence is insufficient.

The result: recommendations your team can act on and your leadership can defend, without taking the model's word for it.

Inside a Decision Record

Not an answer to trust, but a record you can examine.

A Decision Record is data²’s auditable record of a single decision. It captures the evidence, the reasoning, and the governance behind a recommendation, so the decision can be examined and defended the day it is made and years later.

Evidence

Evidence

The evidence considered and cited to source, conflicts and inconsistencies surfaced and reconciled, and the assumptions made.

The evidence considered and cited to source, conflicts and inconsistencies surfaced and reconciled, and the assumptions made.

Reasoning

Reasoning

The reasoning shown, the confidence and the basis for it, and the model and data versions used.

The reasoning shown, the confidence and the basis for it, and the model and data versions used.

Governance

Governance

The governing policies and rules applied and quoted, the human review and approval, the record history and reproducibility, plus the recommended action.

The result is recommended action, supported by a Decision Record that can be examined and defended the day it is made and years later. The Diligence Standard asks every vendor to produce a record like this using your data.

The result is recommended action, supported by a Decision Record that can be examined and defended the day it is made and years later. The Diligence Standard asks every vendor to produce a record like this using your data.

What Only reView Does

Every platform promises trusted decisions. reView is built to be tested.

  • It produces a Decision Record, not just an answer, so every conclusion can be examined and defended.

  • It shows its reasoning, calibrates confidence to the evidence, and abstains when the evidence isn’t there.

  • It surfaces conflicts and preserves provenance instead of hiding them.

That is why we published the Diligence Standard: the questions every organization should ask every Decision Intelligence vendor, including us. Run it on reView, and on everyone else you’re evaluating.

Abstract network of illuminated data points
Abstract network of illuminated data points

From Decision to Action, and Back

A decision that sits in a report changes nothing.

reView delivers each recommendation to the people and systems that act on it, with human sign-off where the stakes require it, and hands the action back into your workflow. Every governed decision and observed outcome can feed back into the organizational knowledge model, creating a richer body of decision evidence over time.

Governed and Deployed on Your Terms

Your systems of record never move, and neither does your data. reView deploys into your environment and operates under your controls.

1

Connect across your ecosystem

The data² connector suite integrates enterprise systems, data platforms, document repositories, and edge and sensor sources. Your data remains under its established governance.

The data² connector suite integrates enterprise systems, data platforms, document repositories, and edge and sensor sources. Your data remains under its established governance.

2

Deploy where your data lives

On-premises, air-gapped, at the edge, or in your cloud, with zero-trust security, granular access control, and immutable activity logging.

On-premises, air-gapped, at the edge, or in your cloud, with zero-trust security, granular access control, and immutable activity logging.

3

Stay in control

Model-agnostic, with each model and version recorded in every Decision Record, and lineage, provenance, and auditability preserved throughout the decision process.

Model-agnostic, with each model and version recorded in every Decision Record, and lineage, provenance, and auditability preserved throughout the decision process.

reView is domain-agnostic: it works the same whether the area is finance, operations, cyber, energy, or defense. A Decision Domain adds that area's entities, relationships, rules, and terminology, built with reView's domain-modeling capability, so a new one is configured, not custom-built.

The platform is the product; Decision Domains snap on top.

One Platform, Every Domain

Abstract network of illuminated data points
Abstract network of illuminated data points

The Return on Decision Intelligence

reView's value shows up across every decision it touches, measured in dollars for enterprise and in mission assurance for government.

Decision Defensibility

Traceable evidence, reasoning, and approvals reduce liability, audit costs, and disputes, and stand up to regulators, auditors, and mission oversight alike.

Earlier Risk Detection

Connected context and explainable reasoning surface emerging risk sooner, cutting the cost and impact of late intervention.

Earlier Risk Detection

Connected context and explainable reasoning surface emerging risk sooner, cutting the cost and impact of late intervention.

Decision Velocity

Shared context and evidence shorten decision cycles and accelerate action, whether the clock is a quarter close or an operational window.

Decision Velocity

Shared context and evidence shorten decision cycles and accelerate action, whether the clock is a quarter close or an operational window.

Decision Consistency

Common knowledge, policies, and reasoning reduce errors, rework, and reliance on individual expertise.

Decision Consistency

Common knowledge, policies, and reasoning reduce errors, rework, and reliance on individual expertise.

Enterprise Investment Leverage

Orchestration raises the value of the systems, data, models, and infrastructure you already own, across every decision, function, and domain.

Enterprise Investment Leverage

Orchestration raises the value of the systems, data, models, and infrastructure you already own, across every decision, function, and domain.

See what it looks like in your own numbers.

Build your ROI business case

First Decision in Weeks,
Not Months

reView runs on the systems you already operate, so you're not waiting on a multi-year rebuild. A first governed decision workflow goes live in weeks, and full deployment runs up to four times faster than comparable graph and analytics platforms.

Common Questions About reView

Straight answers on Decision Records, deployment, and how reView differs from BI and general AI.

How is reView different from business intelligence (BI)?

Business intelligence produces charts that describe what happened. reView reasons across your connected context to produce a recommended action, with its supporting evidence, calibrated confidence, and the governing policies applied, captured as an auditable Decision Record you can defend to a board, regulator, or mission oversight.

What is a Decision Record?

A Decision Record is data²’s auditable record of a single decision. It captures the evidence considered and cited to source, the reasoning and confidence behind it, the model and data versions used, and the governing policies and approvals applied, so the decision can be examined and defended years later.

Discover a better way.

Connect with us for better ways to utilize data and AI.

Discover a better way.

Connect with us for better ways to utilize data and AI.

Discover a better way.

Connect with us for better ways to utilize data and AI.

©2026 Data Squared USA Inc. | All rights reserved | US Patent US012339839B2

©2026 Data Squared USA Inc. | All rights reserved | US Patent US012339839B2