data² reView review
Governed recommendations that connect enterprise data, models and evidence in one decision layer.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
data² reView is an enterprise decision-intelligence platform for regulated organizations and government agencies. It connects existing systems, structured and unstructured data, documents and AI models into a governed intelligence layer. The platform builds semantic context, resolves entities, retrieves evidence, orchestrates models and returns recommendations as Decision Records. Those records include sources, governing rules, conflicts, confidence and provenance, giving decision teams a documented basis for review and approval.
Integration breadth is a central strength. Connectors link existing enterprise systems and data sources, while semantic modeling represents entities, relationships, rules and lineage. Hybrid retrieval combines lexical, vector, metadata and graph methods, and cross-system entity resolution helps align records across sources. Model orchestration can span commercial, open-source and customer-hosted models. A platform API exposes projects, files, graphs, workflows, dashboards, rules and calculations, making reView suitable for teams that need to embed decision processes into broader applications rather than operate a standalone analytics screen.
Deployment and governance options suit organizations with strict control requirements. reView supports cloud, self-hosted, on-premise, air-gapped, customer-cloud and hybrid architectures. Human review, approval and escalation workflows keep people in the decision loop, while the published capabilities include AI recommendations, scenario analysis, decision modeling, augmented analytics and natural-language query. Pricing is handled through a platform demo and sales contact, so buyers should expect an enterprise evaluation process. Organizations seeking governed, evidence-backed decisions across complex data environments should consider reView; smaller teams wanting a simple, self-serve decision tool may find its enterprise scope and governance model more than they need.
data² reView pros and cons
- Where it wins
- Decision Records capture evidence, rules, conflicts, confidence and provenance
- Hybrid lexical, vector, metadata and graph retrieval across connected sources
- On-premise, air-gapped, customer-cloud and hybrid deployment options
- Where it doesn't
- Pricing is handled through a platform demo and sales contact
- The platform is aimed at mid-market and enterprise organizations
- Broad modeling and workflow capabilities may require dedicated governance
data² reView fact sheet, pricing and score →
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