Resources · Case Studies

Production deployments.

What the system looks like when it runs in a real enterprise - and what it changes.

All Case Studies

Cement plant production floor with MES interface on tablet.

Cement major, multi-plant · Manufacturing

Same-shift ERP sync across multiple cement plants

A national cement manufacturer replaced shift-end paper forms with MES-driven confirmations. The CFO close now runs on numbers that match the line.

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TMS dashboard showing freight bill automation and MIRO posting status.

Manufacturing OEM, TMS programme · Manufacturing

Freight bill orchestration end to end for a manufacturing OEM

A multi-plant OEM eliminated the freight reconciliation backlog. Working capital trapped in unreconciled freight liability returned to operations within 90 days.

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Dealer support portal interface showing order and shipment status.

Automotive OEM, dealer support · Automotive

Self-service that resolves 70% of dealer queries without an agent

A leading automotive OEM cut dealer support load by routing PO, LR and funds queries through the portal. Counter staff stopped calling the OEM to ask where their consignment was.

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Smart store application on mobile showing call list and script.

Multi-format retailer · Retail

Calling intelligence at the store level: 100% call compliance across 200+ locations

A multi-format retailer moved call compliance from 60% to 100% in eight weeks - not by enforcement, but by removing the friction of knowing who to call and what to say.

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Energy utility NOC with unified IT-OT observability dashboard.

Energy utility, multi-site · Energy

Single pane across IT and OT for a multi-site energy utility

A multi-site energy utility unified IT and OT telemetry into one observability plane. The maintenance calendar moved from the wall to the asset-health model.

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