luminovainfotech

Industries

Manufacturing

AI and data for operations, supply chain, and the connected plant

Manufacturers sit on enormous amounts of data — historically locked in operational silos. We connect operational and IT data with modern platforms that turn instrumentation into measurable improvement.

Solutions for Manufacturing

Where we focus

Supply Chain Intelligence

Forecasting, planning, and network optimization powered by modern data and ML.

  • Demand forecasting with hierarchical and ML methods
  • Inventory optimization and safety-stock modeling
  • Network and routing optimization
  • Supplier risk and disruption monitoring

Quality & Predictive Operations

Predictive maintenance, quality analytics, and yield optimization tied to plant systems.

  • Predictive maintenance on rotating equipment
  • Statistical process control and anomaly detection
  • Computer vision for defect detection
  • Root-cause analysis at line and batch level

Connected Plant

IIoT data platforms that bridge OT and IT, supporting both edge analytics and central reporting.

  • IIoT ingestion (OPC UA, MQTT) and edge processing
  • Plant historian integration (PI System, AVEVA)
  • ISA-95-aligned data architectures
  • OT/IT security and zone segmentation

Procurement & Spend Analytics

Spend visibility, supplier intelligence, and AI-assisted sourcing.

  • Spend cube and category analytics
  • Supplier performance and risk scoring
  • Contract analytics with GenAI
  • Should-cost and price-benchmark models

Built for the regulatory reality

Compliance is built in, not bolted on

We deliver under the frameworks manufacturing organizations actually operate within — not theoretical best practices, but the controls auditors look for.

Standards
ISA-95ISA-99 / IEC 62443ISO 27001OPC UA
Industry-specific
FDA 21 CFR Part 11 (food/pharma)AS9100 (aerospace)IATF 16949 (auto)REACH (chemicals)

Platforms we work with

Built on industry-aligned platforms

AWS IoT TwinMakerAzure IoT & Digital TwinsGoogle Manufacturing Data EngineAVEVA PI SystemSnowflake Manufacturing Data CloudDatabricks Lakehouse for Manufacturing

Let's talk

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