Your next breakdown is already signaling.
ForgeAI catches it first.
ForgeAI turns your machines, manuals, and team expertise into real-time operational intelligence — so problems surface before they escalate, and any operator can diagnose and act without delay.
Most factories don't have a downtime problem.
They have a troubleshooting and knowledge problem.
Your ERP, MES, and SCADA systems hold the data. But when a machine trips at 2 AM, no dashboard tells your operator what to do next. The person who knows is unavailable. The manual is buried. And every minute costs you.
Hours lost per incident
Slow troubleshooting and manual root cause analysis drain shift productivity. Every breakdown becomes a hunt for the right person.
Expert dependency
Operations halt when the one person who 'knows' the machine isn't available. Expertise doesn't scale. Retirement takes it permanently.
Fragmented data
Data exists in silos — ERP, MES, SCADA — but no unified intelligence at the point of need. Your systems don't talk when it matters most.
Knowledge walking out
Every retirement takes irreplaceable tribal knowledge with it. Permanently. There is no system to catch it before it's gone.
An always-on expert on your shop floor.
ForgeAI connects your machine data, maintenance manuals, SOPs, shift logs, and tribal knowledge into a single conversational layer. Any operator can ask a question in plain language and get an instant, context-aware answer — grounded in your plant's own data.
No dashboards to learn. No SQL to write. No expert to wait for.
From question to answer in seconds.
Industrial-grade AI architecture built for the realities of the shop floor.
A structured domain model of your equipment, processes, failure modes, and procedures — the foundation every answer is built on.
SOPs, manuals, and engineering docs processed through an ontology-based pipeline — stored in a context-aware knowledge graph, not a flat document store.
ForgeAI connects to your historian, MES, SCADA, PLC, OPC-UA, and sensor systems — combining documented knowledge with real-time production data.
Hybrid Retrieval simultaneously queries a vector database, graph database, and historian for accurate, sourced answers — not hallucinations.
Every answer is role-aware, machine-specific, and fully source-attributed — with full decision trace storage for compliance.
Built for how factories actually operate.
From fault resolution to onboarding — ForgeAI handles the moments that cost you time, quality, and safety.
Machine Troubleshooting
Operators describe a symptom and ForgeAI traces root causes from historical incidents, recommends step-by-step resolution, and surfaces relevant past maintenance records — in seconds, not hours.
Maintenance Support
Access equipment specs, part numbers, torque values, lubrication schedules, and service procedures instantly — without hunting through binders or calling a supervisor at 2 AM.
SOP Guidance
Walk through complex procedures step by step with real-time checklist support and decision guidance — reducing errors, ensuring compliance, and protecting against procedural deviation.
Shift Handover & Reporting
Summarize shift activity, flag open issues, pull production counts, and prepare handover notes in seconds using live MES and historian data. Structured workflows, no gaps.
Operator Onboarding
New operators get on-the-job guidance grounded in your actual machines and processes. ForgeAI accelerates time-to-competency — answers specific to the equipment in front of them right now.
Quality & Compliance Checks
Pull specifications, tolerances, and inspection criteria on demand — with full audit trails and source attribution for pharma, medical devices, and aerospace manufacturing.
Manufacturers who moved from reacting to running.
- Troubleshooting time reduced from hours to minutes
- Operators resolve issues without expert dependency
- Downtime impact lowered through faster response
- Tribal knowledge centralised into an accessible system
- Reduced dependency on key individuals
- Onboarding accelerated across teams
- Measurable operational improvements within weeks
- Leadership confidence built through real results
- Multi-plant expansion enabled
This isn't a concept. It's running on plant floors.
From the operator chat to the admin console — every screen is built for the realities of manufacturing operations.
Ready to transform your plant operations?
See ForgeAI in action inside a live demo — built around your use case, not a generic product walkthrough.