
Start With Quality.
Transform Your Operation.
Enterprise AI For Manufacturing Quality and FMEA, 8D, CAPA & Supplier Quality. Extending to Engineering, Ops, CI, HSE and HR.
Data & Integration Mesh
Connect MES/QMS/ERP/PLM/LIMS/SCADA + files; cleanse, map and govern with full lineage.
Model & Agent Factory
Fine-tune foundation models; launch agentic agents for FMEA, 8D, CAPA, CI, HSE, HR, Engineering and more.
Governance, Security & Compliance
RBAC SSO/SAML, approvals, audit trails; secure-by-design and enterprise-ready controls.

Data Integration
Model Fine-Tuning
Autonomous Agents
Governance & Compliance
Agentic Solutions
Turn procedures and tribal knowledge into AI agents that improves efficiency and reduces level of effort
Quality Suite Agents
Orchestrate FMEA, 8D, CAPA, compliance, and supplier quality.
Propose failure modes with evidence links
Draft 8D & CAPA, track to closure
Live risk scoring + lot surveillance

Rapid Agent Development
Accelerate reviews
and design decisions.
Extract requirements
Define use cases

Manufacturing AI Reliability
MAD-Ai’s research initiative focuses on safe, aligned and verifiable data to minimize hallucinations. We pressure-test models against edge cases and improve methods that convert breakthroughs into production-ready capability. From Quality (FMEA, 8D, CAPA) to Engineering, Ops, HSE and HR, we advance agent reliability, traceability and human-in-the-loop workflows.
Use Case: Quality Suite
Automate FMEA, 8D, CAPA and supplier quality with aligned models.
It delivers live risk scoring to prioritize issues, automatically drafts 8D and CAPA documentation for faster closure, and continuously surveils supplier lots to flag anomalies and trigger timely containment.

Manufacturing AI Insights
Playbooks and proof—from Quality to Engineering, Ops, CI, HSE and HR.
Playbooks and proof—from Quality to Engineering, Ops, CI, HSE, and HR.
Automate. Optimize.Empower.