Mantia — Agentic Industrial-Maintenance Suite
A private suite of agentic assistants for industrial asset maintenance, shaped to enterprise EAM data via OData. A portal hub catalogs three specialist agents — work-order generation, spares planning, and notification triage — all built on one shared agent core with a mock-or-real connector.
Business Context
Maintenance is where uptime is won or lost, and most of its planning work is structured enough to assist with agents — but only if the assistant speaks the enterprise system's language safely. Mantia's mock-or-real connector lets the agents be developed, demoed, and validated without touching a production backend, then promoted to the real one unchanged.
Strategic Value
Mantia demonstrates a reusable accelerator pattern: a shared agent core (connector + agent base + web baseline) that turns each new use case into a thin, fast-to-build specialist agent. The hub makes the suite legible to a business audience (catalog, lifecycle, business case), and the mock-first connector de-risks integration with heavyweight enterprise systems.
The Challenge
Industrial maintenance planning is repetitive, knowledge-heavy, and bound to enterprise systems whose data is awkward to work with. Each task — raising a work order, planning spare parts, triaging a notification — needs the same enterprise context but is usually done by hand, one transaction at a time.
Our Approach
Mantia is a hub-and-agents suite. A portal hub presents a data-driven catalog of agents with lifecycle tiles and a business case per agent. Three specialist agents sit behind it — one drafts maintenance work orders, one plans spares and reservations against material stock, one triages plant notifications — and all share a single agent core: a generic OData V2 connector (with CSRF), an agent base, and a common web baseline. The connector runs against a faithful mock of the enterprise schema in development and a real backend in production, so the same agent code ships to both.
Key Performance Indicators
| KPI | Baseline | Result | Impact |
|---|---|---|---|
| New use case → working agent | Bespoke build per integration | Thin agent on a shared core | Faster, consistent delivery |
| Integration risk | Dev against a live backend | Mock-first connector, real in prod | Build & demo without touching production |
Proprietary — source code not publicly available
Architecture
mantia architecture
A suite, not a one-off
Mantia is a private suite of agentic assistants for industrial maintenance. A portal hub catalogs the agents; each specialist (work-order generation, spares planning, notification triage) is a thin layer on one shared agent core, talking to an enterprise EAM schema through a connector that is a faithful mock in development and the real backend in production.
This is proprietary work; the live deployment is private and behind access control. The card describes the architecture and intent without exposing client data, names, or internal logic.
Technology Stack
Visual assets for this project are not publicly available.