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.
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
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.

BENEATH THE MODULES
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.
Declare people, assets, events, documents, obligations, calculations, and the relationships between them.
Combine lexical ranking, vector similarity, metadata filters, and graph traversal to assemble relevant evidence.
Resolve different records that refer to the same real-world entity across systems and naming conventions.
Select approved commercial, open-source, or customer-hosted models by task, policy, cost, and environment.
Address projects, files, graph structures, workflows, dashboards, rules, and calculations programmatically.
THE OUTPUT
Every reView output returns with the evidence, context, rules, conflicts, and confidence needed to inspect the decision before acting on it.
FROM DECISION TO ACTION, AND BACK
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
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.
Connect commitments, invoices, payments, contracts, and operating activity
Reason across assets, events, labor, equipment, and field activity.
Join indicators, entities, relationships, sources, and confidence.
Apply governing obligations to evidence across systems and documents.
The foundation: reView decision intelligence platform
GOVERNED AND DEPLOYED ON YOUR TERMS
Choose the deployment model that fits your infrastructure, security, and data requirements without changing the governed decision architecture.
Within existing enterprise infrastructure
For isolated environments without external connectivity
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
Answers for enterprise architecture, security, data, AI, and evaluation teams.