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OpenDQ Matrix360
AI-Powered Trust and Intelligence Delivered at Scale

OpenDQ Matrix360 unifies Data Quality, Master Data Management, and Knowledge Graphs into a single AI‑driven Trust Triad that delivers governed, high‑fidelity enterprise data and intelligence at a massive scale

Unifying fragmented, low‑quality data from multiple applications and processes into a single source of truth and intelligence requires  Integrated, intelligent, scalable processes. OpenDQ Matrix360 does exactly that—combining Data Quality, Master Data Management, and Knowledge Graphs into an AI‑driven Trust Triad that standardizes, reconciles, and contextualizes data so it becomes governed, auditable, and actionable at enterprise scale.

OpenDQ Matrix360 leverages cutting-edge, hyper-scalable knowledge graphs, data quality engine and MDM  combined with advanced AI workflows, including Graph Retrieval-Augmented Generation (GraphRAG) and Large Language Models (LLMs), to revolutionize the way organizations understand and utilize data.

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With OpenDQ Matrix360’s Zero‑license‑cost model, you gain the freedom to scale without limits and deliver trusted data and intelligence across the enterprise

Data Quality Engine 

The first layer of the Trust Triad Data Quality engine enforces deterministic, audit‑ready rules that validate, standardize, and cleanse data at scale. Every field, every record, every pipeline is governed by transparent logic—ensuring accuracy, consistency, and trust before data moves anywhere else in the platform.

 

Master Data Management

The second layer in the Trust Triad the MDM engine creates a unified, authoritative view of your entities by resolving identities, merging duplicates, and maintaining golden records. It manages hierarchies, relationships, and survivorship rules with precision—delivering a single source of truth across systems, domains, and business processes.

Knowledge Graph

The Knowledge Graph Layer connects entities, attributes, and relationships into a living, navigable graph. It reveals patterns, lineage, and dependencies that traditional MDM systems cannot surface—powering richer analytics, contextual insights, and AI‑ready data structures.

360 Dashboards

The 360 Insight Layer understands voice and text, delivering answers and intelligence. Explore the data with graph, AI and ML models to surface patterns, anomalies, sentiment, and relationships—turning raw transactions into actionable insights.

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