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AxialOps: Analysis Workbench

Professional-grade vibration analysis toolkit for fault diagnosis and trending with four data sources: historical data (query by date range), simulator stream (live from AxialSim),...

Problem

Fault diagnosis quality drops when analysts cannot correlate signals across modes and data sources in one workspace.

Capability

Professional-grade vibration analysis toolkit for fault diagnosis and trending with four data sources: historical data (query by date range), simulator stream (live from AxialSim),...

How it works

  1. 1 Ingest historical, live, simulator, and imported signal sources.
  2. 2 Apply multi-mode analysis workflows to isolate fault signatures.
  3. 3 Persist analysis sessions and export evidence for downstream action.

Operational outcomes

  • Higher-confidence vibration diagnosis across complex failure patterns.
  • Faster progression from signal review to actionable maintenance decisions.

Integration boundaries

  • Dashboard & Overview
  • Device Management

Proof model

Feature-level proof

  • Analysis Workbench scope is defined in product module catalog.

    verified

    docs/products/axialops/product.md · Module Catalog > Analysis Workbench

  • AxialOps dashboard and overview workflows are implemented in portal-facing service modules.

    verified

    docs/products/axialops/product.md · Module Catalog > Dashboard & Overview

    Code: backend/services/axialops/internal/modules/dashboardgateway

    Contract: proto/axialops/session/v1

  • AxialOps analysis workflows are implemented in axialops backend modules.

    verified

    docs/products/axialops/product.md · Module Catalog > Analysis Workbench

    Code: backend/services/axialops/internal

    Contract: proto/axialops/learning/v1

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