• 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.

From Fragmented Systems to Defensible Decisions

From Fragmented Systems to Defensible Decisions

reView™ connects the systems, data, and semantic context your enterprise already runs so AI can reason across the whole environment, not one application at a time. Scale the AI investment you have already made and return every conclusion with a hallucination-resistant Decision Record™.

DECISION INTELLIGENCE REFERENCE ARCHITECTURE

The Platform Architecture Behind Every Decision

The Platform Architecture Behind Every Decision

data²'s Decision Intelligence Reference Architecture, DIRA², connects enterprise data, context, reasoning and governance in one unified intelligence layer. It gives AI a shared, governed structure needed to reason across fragmented systems at scale, then returns decisions that can be traced, reviewed, and defended.

01

Connect

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

02

Understand

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

03

Decide

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

04

Defend

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

01

Connect

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

02

Understand

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

03

Decide

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

04

Defend

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

01

Connect

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

02

Understand

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

03

Decide

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

04

Defend

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

  • 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

THE PRODUCT EXPERIENCE

Four Modules, One Decision Layer

Each module gives a different team a way to build, explore, examine, or monitor the same connected context. The work stays inside one governed platform.

THE PRODUCT EXPERIENCE

Four Modules, One Decision Layer

Each module gives a different team a way to build, explore, examine, or monitor the same connected context. The work stays inside one governed platform.

THE PRODUCT EXPERIENCE

Four Modules, One Decision Layer

Each module gives a different team a way to build, explore, examine, or monitor the same connected context. The work stays inside one governed platform.

BUILD THE GRAPH

Turn fragmented information into governed context

reDesign brings structured and unstructured sources into a shared semantic model so entities, relationships, rules, and lineage can be used across decisions.

0104
reDesign product interface

BENEATH THE MODULES

Your Data Outlives Your Systems

Your Data Outlives Your Systems

The user experience is only the surface. reView combines semantic modeling, retrieval, entity resolution, model orchestration, and APIs so the decision layer can operate inside an existing enterprise architecture.

  • Semantic model

    Declare people, assets, events, documents, obligations, calculations, and the relationships between them.

  • Hybrid retrieval

    Combine lexical ranking, vector similarity, metadata filters, and graph traversal to assemble relevant evidence.

  • Entity resolution

    Resolve different records that refer to the same real-world entity across systems and naming conventions.

  • Model orchestration

    Select approved commercial, open-source, or customer-hosted models by task, policy, cost, and environment.

  • Platform API

    Address projects, files, graph structures, workflows, dashboards, rules, and calculations programmatically.

THE OUTPUT

Inside a Decision Record

Every reView output returns with the evidence, context, rules, conflicts, and confidence needed to inspect the decision before acting on it.

data² Decision Record

FROM DECISION TO ACTION, AND BACK

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

Close the Loop Between Decisions and Outcomes

reView delivers the findings to people, applications, agents, and workflows. Human decisions and downstream actions can then return to the record, preserving the handoff.

CONFIGURED FOR THE DECISIONS THAT MATTER

Decision Domains Snap on Top

reView is domain-agnostic. 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.

Financial Intelligence

Connect commitments, invoices, payments, contracts, and operating activity

Operational Intelligence

Reason across assets, events, labor, equipment, and field activity.

Threat Intelligence

Join indicators, entities, relationships, sources, and confidence.

Compliance Intelligence

Apply governing obligations to evidence across systems and documents.

The foundation: reView decision intelligence platform

GOVERNED AND DEPLOYED ON YOUR TERMS

Built to Operate Within Your Boundaries

Choose the deployment model that fits your infrastructure, security, and data requirements without changing the governed decision architecture.

On-Premise

Within existing enterprise infrastructure

Air Gapped

For isolated environments without external connectivity

Customer Cloud

Inside customer-controlled cloud infrastructure

Inside customer-controlled cloud infrastructure

data² Hosted

Managed by data² in a secure cloud environment

Managed by data² in a secure cloud environment

Hybrid

Across customer-controlled and hosted resources

Across customer-controlled and hosted resources

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.

PLATFORM TECHNICAL & OPERATING QUESTIONS

FAQs

FAQs

Answers for enterprise architecture, security, data, AI, and evaluation teams.

Does reView replace our existing systems?

Who owns the semantic model?

Can reView work with our approved AI models?

Can reView capabilities be embedded in another application?

Where can reView be deployed?

How are performance and scale requirements established?

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