Quadra Intelligent Manufacturing Accelerator for Microsoft Fabric

Turn fragmented manufacturing data into a governed, AI-ready foundation.

Built on Microsoft Fabric and Azure AI, the Quadra Intelligent Manufacturing Accelerator unifies enterprise, laboratory, and industrial IoT data; automates extraction from regulated manufacturing documents; and gives frontline teams natural-language access to both — all inside one governed data estate.

Manufacturers running SAP, LIMS, TrackWise, Syncade, or similar systems typically face the same three problems: operational data trapped in disconnected silos, machine telemetry that goes unused because no one can query it in real time, and regulated documentation (Batch Manufacturing Records, quality logs, deviation reports) that consumes significant manual effort to process. This accelerator addresses all three with a single, production-proven architecture.

Key Capabilities:

• Unified Data Platform: Consolidates enterprise, laboratory, and industrial IoT data into a governed Microsoft Fabric Lakehouse on OneLake, replacing fragmented, tool-by-tool reporting with one analytical foundation.
• Automated Document Intelligence: Azure AI Document Intelligence extracts and structures data from scanned, handwritten regulated manufacturing records, removing hours of manual transcription per document.
• Natural-Language Investigation Agents: A Fabric Data Agent and Eventhouse Copilot let quality and engineering teams ask plain-language questions over batch, machine, and alarm data and get grounded, correlated answers in seconds.
• Regulatory-Grade Governance: Microsoft Purview, Microsoft Entra ID, and Microsoft Defender for Cloud enforce data lineage, sensitivity labeling, and role-based access across the entire estate, supporting GxP and other regulated-industry validation requirements.

Proven Results: Deployed in production for a leading Indian pharmaceutical manufacturer, this architecture delivered:

• 30-40% reduction in unplanned equipment downtime
• 75% reduction in manual document extraction effort, at 90%+ extraction accuracy
• 50% faster regulatory compliance reporting
• Formal GxP computer system validation covering data integrity, traceability, auditability, and access control

Business Outcomes

• Creates a single source of truth across manufacturing, quality, laboratory, and machine data
• Converts previously underutilized IoT telemetry into actionable operational insights
• Reduces repetitive manual effort in regulated document processing
• Enables faster alarm investigation and root-cause analysis
• Correlates machine conditions with batch, production, and quality outcomes
• Improves productivity by allowing teams to focus on validation, exception handling, and higher-value activities
• Provides a scalable foundation for advanced analytics, AI, and multi-plant expansion

Who It's For: Pharmaceutical, biotechnology, chemicals, food processing, and medical device manufacturers looking to unify OT and IT data, reduce manual compliance workload, and give frontline teams AI-assisted, natural-language access to operational and quality data — without compromising regulatory data integrity. Built on modular Terraform infrastructure-as-code templates, the accelerator deploys into your existing Azure and Microsoft Fabric environment in under 30 days.

Engagement Agenda -Phase 1: Discovery & Architecture (1-2 weeks): Assess source systems, data volumes, and regulatory requirements; finalize architecture and governance model. -Phase 2: Platform Build (2-4 weeks): Deploy Microsoft Fabric Lakehouse, Real-Time Intelligence Eventhouse, and Azure IoT Operations edge connectivity via Terraform infrastructure-as-code templates. -Phase 3: Document Intelligence & Governance (1-2 weeks): Configure Azure AI Document Intelligence extraction pipelines and apply Microsoft Purview, Entra ID, and Defender for Cloud governance controls. -Phase 4: AI Agent Enablement (1-2 weeks): Deploy the Fabric Data Agent and Eventhouse Copilot for natural-language investigation, and configure Power BI reporting. -Phase 5: Validation & Handover (1 week): Validate against GxP or applicable regulatory requirements, complete knowledge transfer, and h

Microsoft Services Leveraged:

• Azure Arc-enabled Kubernetes
• Azure IoT Operations
• Azure Event Hub
• Microsoft Fabric Real-Time Intelligence
• Fabric Eventhouse & OneLake
• Fabric Lakehouse / Warehouse
• Power BI
• Azure Document Intelligence
• Azure App Service
• Microsoft Purview
• Azure Monitor
• Defender for Cloud

Why Microsoft Fabric:

• Unified Analytics Platform (Lakehouse + Warehouse + RTI)
• Seamless integration of streaming + batch data
• Built-in Governance & Security
• Enterprise-grade scalability

Why Quadra:

• Quadra combines deep domain understanding of pharmaceutical manufacturing with strong Microsoft Fabric engineering capabilities to deliver:
• End-to-end architecture design
• Secure enterprise deployment
• Medallion-based data modeling
• Governance-first implementation
• Scalable, future-ready solutions