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Case studies / EAM

Tech for the Gemba, not for the gimmick. A wheel loader with a digital wireframe tire.

Case study · EAM

Transforming heavy machinery fleet operations.

A civil engineering enterprise ran a vast fleet of heavy machinery on Excel spreadsheets and physical logbooks. RAZYNE mapped the operation, then put a lightweight EAM on top of it.

Industry
Civil engineering (BTP) & heavy machinery
Focus
Enterprise asset management (EAM) & maintenance workflows
Client
Confidential

01 / The challenge: before the ERP

A fleet managed outside any structured system.

Maintenance planning and fleet management were coordinated through disconnected Excel spreadsheets and physical logbooks. Without a central system, the operation hit severe bottlenecks.

  • Opaque asset history. No reliable record of past breakdowns, lifecycle costs, or technical requirements for individual assets.
  • Undefined governance. Unclear rules on who was authorized to operate or repair specific equipment, which left gaps in accountability.
  • Compliance disconnect. No link between the physical assets on the ground and the documentation required to handle them.

02 / The approach: mapping, then integration

The delta between how it was and how it should be.

Rather than forcing a heavy off-the-shelf package onto an unprepared workforce, RAZYNE ran a detailed operational mapping phase first.

  • Data architecture. A strict data profile for every chassis and machine: asset history, technical requirements, and lifecycle stage.
  • Role-based governance. Permissions that define who may handle equipment, under what conditions, and in which locations.
  • Targeted integration. A lightweight EAM designed around the realities of a BTP worksite, so field personnel could adopt it without friction.

03 / The results: after the ERP

Clean data and structured workflows, measured.

The move to clean data and structured workflows produced immediate, quantifiable improvements. Personnel now have a clear, reliable structure for their daily maintenance tasks.

Impact on immobility. By structuring the maintenance pipeline, the enterprise sharply reduced the days heavy machinery sat immobile on worksites waiting for a diagnosis or an approval, which raised fleet return and project uptime.

04 / Looking forward: beyond the ERP

From reactive repair to proactive management.

With a reliable data foundation in place, the enterprise has moved from reactive problem-solving to proactive management. The next phase uses this clean data for predictive maintenance forecasting and deeper operational intelligence.

Tech for the Gemba, not for the gimmick.