• 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.

Decision Intelligence
You Can Defend

Decision Intelligence
You Can Defend

Your AI only works where it was built. What is missing is the layer between it and everything else you run. reView™ connects your systems, data, documents and sensors into that layer, so the AI you have already invested in can reason across all of it. Every conclusion comes back as a Decision Record™.

U.S. Patent 12,339,839

Hallucination-resistant, explainable AI

$98M Exposure Identified

$39M recovered on a single capital program

$8B E&P Consolidated

Nine companies and their P&Ls consolidated into one layer

First Decision in Weeks

Production-grade and audit-ready in a comparable engagement.

Why Your AI Stalled After the Pilot

The vendor in your ERP is not the vendor in your contracts, because every system carries its own structures, identities and business language. Context stops at each boundary, so the pilot never travels and your people reconcile the evidence by hand. reView connects what the decision needs while your source systems and data stay in place, creating one governed layer to reason across.

THE CEILING

It does not scale

Every application remains trapped in its own pocket because context stops at the edge of each system.

THE BLOCKER

It is not trusted

When AI works from isolated context, its outputs lack the connected evidence needed to verify them.

THE COST

Stranded value

The models, cloud, data, and systems are already on the books. The enterprise return is not.

HOW REVIEW WORKS

Connect the Environment. Build the Context. Return the Proof.

reView connects the systems, data, documents, and AI involved in a decision. It creates shared context across the environment and returns each finding with the sources and evidence path a person needs to act.

Evidence-Grade Decision Intelligence | data² Animated flow from existing enterprise systems through the reView governed decision layer to a reviewable Decision Record and human judgment. EXISTING ENTERPRISE SYSTEMS ERPTransactions DocumentsPolicies + contracts OperationsAssets + events ExternalSignals + sources reView™ | governed decision layer INSIDE YOUR ENVIRONMENT Semantic context Relationships Rules Provenance 01Connect 02Context 03Reason 04Record DECISION RECORD FOR REVIEW DECISION RECORD™ READY FOR REVIEW FINDING Conclusion, evidence, conflicts, and the next action. 01Source historyVerified 02Relationship pathTraceable Human judgment Approve · qualify · escalate

What Decision Intelligence Returns

Build your ROI business case

Decision Defensibility

Traceable evidence, reasoning and approvals reduce audit cost and dispute exposure.

Earlier Risk Detection

$98M in exposure surfaced on a single capital program. First findings in weeks.

Decision Velocity

Nine entity P&L consolidation went from manual to traceable to source.

Investment Leverage

The models, data and systems you already own get used on every decision, not one at a time.

What Decision Intelligence Returns

Build your ROI business case

Decision Defensibility

Traceable evidence, reasoning and approvals reduce audit cost and dispute exposure.

Earlier Risk Detection

$98M in exposure surfaced on a single capital program. First findings in weeks.

Decision Velocity

Nine entity P&L consolidation went from manual to traceable to source.

Investment Leverage

The models, data and systems you already own get used on every decision, not one at a time.

THE SIGNATURE DELIVERABLE

Every answer returns with its proof

reView delivers the findings, supporting sources, governing rules, and evidence conflicts in a reviewable Decision Record, so a person can act with confidence.

See what is inside a Decision Record →

Illustrative decision record

Illustrative Decision Record using a demonstration dataset.

THE SIGNATURE DELIVERABLE

Every answer returns with its proof

reView delivers the findings, supporting sources, governing rules, and evidence conflicts in a reviewable Decision Record, so a person can act with confidence.

See what is inside a Decision Record →

Illustrative decision record

Illustrative Decision Record using a demonstration dataset.

WHAT REVIEW WILL NOT DO

Built to stop where the evidence stops

Built to stop where the evidence stops

reView returns a defensible Decision Record or shows why a decision cannot yet be made.

01

Invent missing facts

reView will not fill evidence gaps with a plausible answer.

02

Hide conflicts

Conflicting information is surfaced for review, not silently resolved.

03

Bypass governance

Permissions, policies, rules, and source lineage remain intact.

04

Remove human accountability

reView prepares the evidence. Accountable people make the decision.

One commitment that governs all four: machines reason, people decide. Every record is built for human judgment, not in place of it.

EVIDENCE CONNECTED TO VALUE

From hidden exposure to a recovery the business could support

In a major capital program, evidence was distributed across ERP records, contracts, SOWs, invoices, labor activity, and equipment usage. reView connected the project context and preserved the proof behind every finding.

The exposure appeared in the relationships between documents, not inside any one of them.

Representative customer engagement. Results vary by scope, evidence quality, and implementation.

Deepwater capital program

One decision layer across every source

ERPTransactions
ContractsTerms + obligations
SOWScope + changes
InvoicesCharges + payments
Labor activityHours + crews
Equipment usageAssets + time
reView™decision intelligence platform
DECISION RECORD™READY FOR REVIEW

Finding

Exposure quantified. Evidence attached.

Source historyVerified
Relationship pathTraceable
$98M

Exposure identified

Across the reviewed capital program

$39M

Recovery supported

With evidence attached to the finding

EVIDENCE CONNECTED TO VALUE

From hidden exposure to a recovery the business could support

In a major capital program, evidence was distributed across ERP records, contracts, SOWs, invoices, labor activity, and equipment usage. reView connected the project context and preserved the proof behind every finding.

The exposure appeared in the relationships between documents, not inside any one of them.

Representative customer engagement. Results vary by scope, evidence quality, and implementation.

Deepwater capital program

One decision layer across every source

ERPTransactions
ContractsTerms + obligations
SOWScope + changes
InvoicesCharges + payments
Labor activityHours + crews
Equipment usageAssets + time
reView™decision intelligence platform
DECISION RECORD™READY FOR REVIEW

Finding

Exposure quantified. Evidence attached.

Source historyVerified
Relationship pathTraceable
$98M

Exposure identified

Across the reviewed capital program

$39M

Recovery supported

With evidence attached to the finding

EVIDENCE CONNECTED TO VALUE

From hidden exposure to a recovery the business could support

In a major capital program, evidence was distributed across ERP records, contracts, SOWs, invoices, labor activity, and equipment usage. reView connected the project context and preserved the proof behind every finding.

The exposure appeared in the relationships between documents, not inside any one of them.

Representative customer engagement. Results vary by scope, evidence quality, and implementation.

Deepwater capital program

One decision layer across every source

ERPTransactions
ContractsTerms + obligations
SOWScope + changes
InvoicesCharges + payments
Labor activityHours + crews
Equipment usageAssets + time
reView™decision intelligence platform
DECISION RECORD™READY FOR REVIEW

Finding

Exposure quantified. Evidence attached.

Source historyVerified
Relationship pathTraceable
$98M

Exposure identified

Across the reviewed capital program

$39M

Recovery supported

With evidence attached to the finding

Trusted by
Industry Leaders


Trusted by
Industry Leaders

“We were consolidating P&Ls across nine entities by hand, and no one could fully stand behind the numbers. reView connected the source systems and for the first time our entire financial operation was traceable to source."

— SVP FP&A, Energy Co.

“The transparency and auditability of the decisions has been key for our team in being able to understand why reView flagged certain items rather than just performing as a black-box model.”

— CFO, Midstream Oil & Gas

“What once took days or weeks to understand about criminal organization hierarchies can be established in minutes, while eliminating human error and oversight.”

— Homeland Security Investigations Special Agent

When the Standard is Defensibility

Built for the industries where being right is not enough, where a decision is examined by someone who wasn't in the room, and the standard is defensibility. This is decision intelligence for the regulated, classified, and high-consequence environments.

See reView in Action

Let us walk you through a real decision, start to finish. Watch reView connect the evidence, resolve the context, surface the conflicts, reason through the alternatives, and produce a recommendation, delivered as a Decision Record.

DECISION INTELLIGENCE QUESTIONS

FAQs

FAQs

A concise introduction to the category, platform, and organizations reView is built to serve.

What is decision intelligence?

How does reView help enterprises scale AI?

What is a Decision Record?

Who is reView designed for?

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