Humagined Discrete Manufacturing

The Discrete Manufacturing Intelligence Platform

One reasoning layer across your ERP, MES, and quality systems. HDM turns fragmented shop-floor and operational data into continuous, real-time decision advantage for discrete manufacturers.

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Higher

On-Time Delivery

Lower

Scrap and Rework

Faster

Quote to Production

Retained

Institutional Knowledge

Why This Matters Now

1

Job and part data scattered across ERP, MES, and spreadsheet workarounds

2

Quotes and production schedules rebuilt by hand every cycle

3

AI pilots stall without clean, connected shop-floor data

4

Margin now turns on decision speed across pricing, capacity, and inventory

Built for Discrete Manufacturing

From reactive reporting to continuous reasoning. From fragmented knowledge to connected intelligence. AI becomes cognitive infrastructure for the shop floor.

01

Unified Operational Data Layer

Connects ERP, MES, quality management, PLM, and supply chain into a single reconciled foundation across every plant, work center, and job.

02

Production Intelligence Agents

Agents that assist with demand forecasting, capacity planning, quoting, predictive maintenance, and inventory management in real time.

03

Automated Compliance and Alerts

Continuous quality monitoring, non-conformance tracking, and proactive alerts that reduce cognitive load on operations and finance teams.

Agentic AI Requires Integrated Data

AI investments are accelerating, but production value often stalls. The primary constraint is not tooling. It is fragmented operational data. An Operational Data Store functions as the control layer for AI readiness.

Tier 1

Source Systems

  • ERP (Plex, Epicor, SAP)
  • Shop Floor / MES
  • Quality Management (QMS)
  • PLM / Engineering (BOM, Routings)
  • CRM (Salesforce, HubSpot)
  • Financial Systems & GL
Tier 2

Unified Data Foundation

  • Automated ETL/ELT Pipelines
  • Data Dictionary & Security Roles
  • Quality Rules & Governance
  • Standardized Data Models
Tier 3

Business Value

  • Real-Time Production Reporting
  • Executive BI & Dashboards
  • Discrete Manufacturing Agents
  • Predictive Analytics & Forecasting

Built for Manufacturing Compliance

Discrete manufacturing operates under layered quality, safety, and regulatory obligations. HDM addresses every compliance surface, from IATF and AS9100 audit trails to serial traceability and export controls.

Quality Management

  • IATF 16949 / AS9100 / ISO 9001 Audit Trails
  • PPAP & First Article Inspection
  • Non-Conformance & CAPA Tracking
  • Statistical Process Control (SPC)
  • Supplier Quality Scorecards
  • Customer Complaint Resolution

Regulatory & Safety

  • OSHA Recordkeeping Automation
  • Environmental Compliance (EPA)
  • ITAR / EAR Export Controls
  • Hazardous Material Tracking
  • Safety Training & Certification
  • Incident Investigation Workflows

Operational Controls

  • Lot & Serial Traceability
  • Recall & Containment Readiness
  • Calibration & Equipment Maintenance
  • Change Management (ECN/ECO)
  • Production Batch Records
  • Shipping & Export Compliance

Implementation Blueprint

1

Define domain priority

2

Build ontology and semantic model

3

Connect structured and unstructured data

4

Deploy retrieval and agents

5

Integrate workflow actions

6

Iterate with governance

See HDM on Your Data

Your production data is the backbone of the business. Let us turn it into real-time insight and continuous decision advantage.

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