Use cases
The same engineering, applied to the work these operations actually run.
Maintenance intelligence A retrieval assistant on Azure over the manuals and MRO systems you already run.
Shop-floor copilot A plant copilot on Azure that reads the OT and IT systems you already have.
Knowledge copilot An assistant that knows your documents, roles, and systems, in your tenant.
AI engagement Channel-aware response on your stack, with CRM writeback and a clean handoff — custom, not a packaged receptionist.
Voice operations Custom voice on Azure Speech, wired to your CRM — qualify, route, log.
Freight visibility Movement, inventory, and exception systems that keep freight visible.
Controlled reporting Internal tools and reporting on Azure and Dynamics under your identity and audit boundary.
Practice delivery Practice systems for delivery, staffing, and billing, plus copilots on the delivery record.