Quality Management System
Catch defects before they reach your customer. Systematic quality control with AI-powered root cause analysis and real-time SPC.
What It Does
Quality Built Into Every Step
The IRIS QMS module embeds quality control directly into your manufacturing workflow — not as an afterthought, but as an integral part of every production step. From incoming material inspection at the warehouse dock to in-process checks on the production line to final product verification before shipping, every quality gate is digitized, tracked, and connected to the data that matters.
When a non-conformance is detected, the system captures it immediately — classifying severity, linking it to the specific production order, machine, operator, and material lot involved. Structured root cause analysis workflows (8D, 5-Why) guide your team from problem identification through containment, corrective action, and verification. Every step is documented, creating an audit trail that satisfies ISO 9001, IATF 16949, and industry-specific regulatory requirements.
Real-time Statistical Process Control charts monitor critical parameters continuously, alerting operators the moment a process drifts out of control — before it produces defective parts. Combined with supplier quality management, quality analytics, and AI-powered defect prediction, IRIS QMS transforms quality from a cost center into a competitive advantage.
Key Features
Zero-Defect Manufacturing
Comprehensive quality management that covers inspections, non-conformances, root cause analysis, SPC, and supplier quality — all in one system.
Inspection Management
Define inspection plans with configurable checkpoints, acceptance criteria, and sampling rules. Trigger inspections automatically at receiving, in-process, or final stages.
Non-Conformance Tracking
Capture non-conformances the moment they're detected. Classify by severity, assign disposition actions (rework, scrap, concession), and track resolution through to closure.
Root Cause Analysis
Structured 8D and 5-Why workflows guide teams from problem identification to permanent corrective action. Link findings to specific production orders, machines, or materials.
Statistical Process Control
Real-time SPC charts monitor critical process parameters. Control limits are calculated automatically, and out-of-control conditions trigger immediate alerts.
Supplier Quality Management
Rate and track supplier performance based on incoming inspection results. Manage supplier corrective actions, quality agreements, and approved vendor lists.
Quality Certificates & Documents
Generate Certificates of Analysis, Certificates of Conformance, and inspection reports. Attach quality documents to shipments, lots, and production orders.
Quality Analytics & KPIs
Track first-pass yield, defect rates, COPQ (Cost of Poor Quality), and supplier scores. Drill down from KPI dashboards to individual non-conformance records.
Audit Management
Plan and execute internal and external audits. Track findings, corrective actions, and verification status. Maintain a complete audit trail for regulatory compliance.
Artificial Intelligence
AI-Powered QMS
Quality problems are rarely random — they follow patterns that AI can detect far earlier than traditional methods. The IRIS QMS module leverages the DATA_AI engine to analyze defect data, process parameters, and material characteristics together, identifying the root causes and contributing factors that drive quality issues.
Defect prediction models trained on your historical quality data can flag high-risk production runs before they start — based on material lot properties, environmental conditions, machine state, and operator experience. When a non-conformance is opened, AI suggests probable root causes ranked by likelihood, accelerating the investigation process from days to hours. SPC charts are enhanced with ML-based pattern recognition that detects trends, shifts, and cyclical patterns that traditional Western Electric rules would miss.
Defect Prediction
ML models flag high-risk production runs before they start based on process and material data
Root Cause Suggestions
AI ranks probable root causes by likelihood when a non-conformance is opened
Advanced SPC
ML-enhanced pattern recognition detects process drift earlier than traditional statistical rules
Integration Points
Quality Across the Value Chain
QMS connects to production, warehouse, maintenance, and IoT — ensuring quality data flows wherever decisions are made.
Quality inspections triggered at production milestones with real-time defect feedback to operators
Incoming material inspection during receiving with hold/release workflows and certificate management
Process parameter data feeds SPC charts and triggers quality alerts on out-of-spec conditions
Equipment calibration tracking and maintenance-related quality events linked to asset records
Quality alerts, inspection tasks, and non-conformance notifications on the shop floor dashboard
AI-powered defect prediction, root cause suggestions, and quality trend analysis
See QMS in Action
From inspection plans to SPC charts — see how IRIS QMS drives zero-defect manufacturing.