One operating context
Agents reason across the governed product-to-operations thread instead of being confined to a departmental screen or copied prompt.
Powered by Valtren AI
Your manufacturing system should not just record work. It should supervise it.
Moduvio combines one governed product-to-operations backbone with specialist AI agents. They observe across functions, identify consequential exceptions, explain them from evidence and recommend the next best controlled action.
The Moduvio difference
Not AI beside the system. Intelligence inside the operating thread.
Traditional PLM and ERP products organise transactions. Generic copilots answer questions about whichever screen is open. Moduvio’s Supervisory Intelligence understands the governed relationships between design, demand, supply, inventory, production, quality, cost and acceptance.
Agents with real jobs
Engineering change, demand planning, procurement, supply, production, quality, Finance and sustainment each have a specialist supervisory role.
Evidence before answers
Every signal and recommendation links back to authorised records, dependencies and affected work—not an unsupported chatbot response.
Control before execution
Tenant, site, role, classification and maker-checker boundaries remain in force when a recommendation becomes action.
Operational agents, not a detached chatbot
AI agents with real operational roles.
Each agent runs inside the Valtren AI agent runtime with a defined responsibility and governed Moduvio context. It understands the records, workflows and authority boundaries of the function it supervises—and links people back to the evidence behind every recommendation.
Engineering
Engineering Change Agent
Identifies released designs, Manufacturing definitions, supplier commitments and work affected by a proposed or approved change.
Demand & planning
Demand Forecast & Planning Agent
Combines customer demand, programmes, usage, inventory, lead times and capacity to explain forecasts, replenishment needs and shortage scenarios.
Procurement
Procurement Agent
Supervises supplier qualification, RFQs, quotation comparison, awards, purchase commitments, acknowledgements and price or delivery deviations.
Supply & inventory
Supply Risk Agent
Surfaces late commitments, constrained stock, shelf-life exposure and custody exceptions with source context.
Manufacturing
Production Control Agent
Detects readiness gaps, stalled work, repeated rework and production evidence that needs immediate attention.
Quality
Quality Investigation Agent
Connects inspection failures, NCRs, CAPAs, supplier patterns and product history to support faster containment and investigation.
Finance
Finance Control Agent
Explains cost, WIP, variance, cash, budget and close exceptions from the exact operational facts that created them.
Sustainment
Sustainment Agent
Prioritises maintenance, usage and as-maintained signals while preserving asset, site and product lineage.
Valtren AI agent runtime
Built to supervise work, coordinate cases and use governed tools.
The runtime gives Moduvio’s agents durable context, task coordination and controlled tool access. Agents can investigate across functions and maintain continuity without gaining unrestricted authority over operational records.
Scoped identity
Every agent operates inside an explicit tenant, site, role and classification boundary.
Durable case context
Signals, evidence, analysis, hand-offs and decisions remain connected throughout the supervised case.
Controlled tools
Agents use authorised Moduvio APIs and workflows instead of bypassing the system of record.
Attributable execution
Recommendations, approvals, actions and outcomes retain their actor, source and audit lineage.
Supervisory capability
What the AI layer provides
- Cross-functional exception detection across Engineering, Supply, Inventory, Manufacturing, Quality, Finance and Sustainment
- Operational risk prioritisation with severity, affected records and evidence links
- Evidence-grounded explanations, likely-cause analysis and decision context
- Role-aware operational agents running in the Valtren AI agent runtime
- Procurement and demand-planning agents for sourcing decisions, forecasts, replenishment, shortages and capacity scenarios
- Natural-language operational questions restricted to each authorised user scope
- Recommended corrective actions, next-best work and accountable-owner routing
- Human-approved AI actions executed through existing maker-checker controls and retained audit evidence
Governed by design
Advice never silently becomes authority.
The AI layer can observe, explain and recommend. Actions that change controlled records execute only through authorised Moduvio APIs, existing maker-checker workflows and named human approval. The prompt, evidence, recommendation, decision and resulting action remain attributable.
Control boundary
AI recommendation ≠ human approval ≠ governed execution
AI credits that grow with usage
Supervisory Intelligence is included from the start.
Every platform subscription includes a starter allowance of Supervisory Intelligence credits. Purchase additional credits as usage grows—without changing the core Moduvio licence or adding per-user AI seats.