Every important decision is eventually challenged, by a board, an auditor, a customer, or your own operators. The hard part was never producing an answer. It is proving how you reached it, what evidence supports it, and why the organization should act on it.
You have already invested in warehouses, analytics, machine learning, and AI. What is missing is the layer that turns those investments into decisions you can defend. That is why we built reView™.
Better Data Doesn't Create Better Decisions, Better Decision Intelligence Does
You don't need another dashboard. You don't need another AI assistant. You don't need another reporting platform.
You need technology that understands your enterprise context, reasons across connected information, weighs the evidence, and produces recommendations you can defend.
That is true decision intelligence.
One Orchestration Layer, From Data to Decisions
What reView Eliminates
A dashboard shows a number. A model returns a prediction. Then the auditor asks how you got there. Traditional data and AI platforms only provide pieces of the answer. reView connects every piece of your data environment into a governed decision making process. No more…
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Creating Data Lakes
The manual work of connecting systems that never talked to each other, gone.
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Reengineered Data World
Audits and reporting fall out of the decision as a by-product, not a fire drill after it.
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Black-Box Exposure
Every answer arrives with its evidence, so it holds up instead of breaking under scrutiny.
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Risk You Find Too Late
Anomalies and dependencies surface before they become a fine or a headline.
AI Produces Answers. reView Produces Proof
AI platforms ask you to trust their outputs. Traditional data platforms give you pieces of the answer and leave your team to stitch the logic together and justify it by hand. That slows teams down and breaks under scrutiny.
data² closes that gap. reView connects and harmonizes the systems you already use, without consolidation, migration, or replacement, gives AI the business context to reason across them, and delivers each conclusion as an auditable Decision Record™ you can defend when someone asks how you got there.
US Patent 12,339,839
Accuracy and explainability, patented, not marketed. Verify it at the USPTO.
$98M Exposure Identified
$39M recovered on a single capital program.
$8B E&P Operator
Nine companies and their P&Ls consolidated, a Decision Record for every asset, across their operating portfolio.
First Decision Available in Weeks
Production-grade and audit-ready in a comparable engagement. Not a pilot.
Sources, cited exactly
Every claim traced to the document, page, and field it came from.
The governing rule, applied
and quoted
The clause that governed the decision, shown, not implied.
Conflicts, surfaced not hidden
Where sources disagreed, what the system reconciled, and what it set aside.
Confidence, calibrated
How sure the platform is, and the evidence score it built on.
Every Decision Record becomes sustained or organizational knowledge, preserving not only what was decided, but why it was decided.
“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.
One Platform for the Complete Decision Lifecycle
reView connects everything that matters, reasons across it, and hands back verifiable insights, not just an answer or a chart.
Unified Data Integration
Connect the systems and sources needed without replacing what governs it.
Explainable Reasoning
See the evidence, logic, and confidence behind every recommendation.
Scale Existing AI Apps
Supercharge your existing investment enabling scaled deployment of AI.
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.