Mission-critical industrial intelligence components for pharma, semiconductor, aerospace, and energy. Built for billions of events per day. Designed for regulatory compliance.
Six integrated pillars delivering operational excellence at scale
Sub-100ms anomaly detection, defect classification, and safety interlocks. Hardware-accelerated inference (TensorRT/ONNX Runtime) at the facility edge. Operates autonomously when cloud connectivity is severed. Deploy per-line or per-area; supports NVIDIA Jetson, Intel NUC, and ARM64 gateways. Quantized INT8 models for low-latency, CPU-only environments.
Unified equipment hierarchy, BOM linkage, process lineage, and regulatory traceability. RDF and property graph (Neo4j, GraphDB) for semantic reasoning. Local edge cache with CRDT sync for offline operation. Ontology domains: Facility, Equipment, Process, Product, Personnel, Regulation. Forward chaining for impact analysis and compliance reachability.
Rules + ML orchestration. Real-time workflow execution, escalation triggers, and deviation impact propagation. Horizontal scaling for billions of events per day. Apache Flink for exactly-once stream processing. CEP for complex event detection. Integrates with MES, LIMS, SCADA for end-to-end process visibility.
AR-guided procedures, voice workflows, and tablet-based execution. Context-aware assistance at the point of work. Certification and qualification mapping. Procedure versioning with audit trail. Offline-capable for remote facilities. Supports HoloLens, tablets, and wearables.
FDA 21 CFR Part 11, EU GMP Annex 11, ISO 27001, ISA/IEC 62443. Automated evidence collection, immutable audit trails, and regulatory mapping. Zero-trust policy engine (OPA). RBAC and ABAC. Separation of duties enforced. Cryptographic chaining for tamper-evident logs.
Board-level aggregations, forecasting, anomaly rollup. Cross-facility and cross-region views. Materialized views for sub-second access. Apache Pinot/ClickHouse for real-time analytics. Predictive maintenance and yield optimization. Role-based dashboards with drill-down.
From edge to cloud—seamless data flow across your facility
Hybrid on-prem + cloud. Edge inference at facility; regional cloud per data sovereignty. No cross-region data replication. Metadata-only sync for global dashboards. Air-gapped deployment available for defense and highly regulated environments.
10,000+ facilities. 10⁹ events/day sustained; burst to 50k/sec per region. 99.999% uptime target. 20+ global regions. Multi-tenant isolation with sharding by tenant and facility.
Designed for pharma, semiconductor, aerospace, and energy. Data residency configurable per tenant. Separation of duties enforced. SOC 2 Type II, ISO 27001 certified. FDA-ready; IEC 62443 mapping for industrial cybersecurity.
Standard (99.9%), Premium (99.95%), Critical (99.99%) tiers. 24/7 support for Critical. RPO 15 min, RTO 1 hr for regional failover. Quarterly DR drills. Dedicated CSM for enterprise.
Contact our enterprise solutions team for architecture review and pilot deployment.
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