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02 / Industry operations and maintenance

GridMind

Smart Operations Platform for Power Distribution Communication Networks

See the Whole Network. Act as One Team.

Assets, alarms, work orders and AI assistance in one workspace for distribution communication network operations.

In development · Selected core capabilities in preview

The starting point

Scattered data slows you down

Asset records, network relationships, monitoring and alarms live in separate places, so on-duty staff jump between systems just to find what needs attention.

Fault handling runs on phone calls

Without a shared record of assignments and actions, supervisors struggle to see who owns an issue and where it stands.

Know-how is hard to find

Procedures and past lessons sit in scattered documents and people's heads, so looking things up during an incident takes time.

Core features

Assets & Platform Foundation

  • Asset RecordsView and maintain basic device information.Preview
  • Network TopologyVisualize how devices and network links connect.Preview
  • Site ManagementManage the sites where devices are installed.In development
  • Data Collection & IntegrationBring in data from devices or external systems; each protocol is confirmed separately per target environment and authorization.In development
  • Installation, Backup & RestoreSupport environment setup and data maintenance.In development

Monitoring & Alarms

  • Monitoring & AlarmsSee device status, metrics and alarm lists in one place.Preview
  • Metric-Driven AlarmsTurn controlled metric changes into traceable device alarms.In development
  • Operations AnalyticsReview operational metrics, trends and periodic reports.In development

Work Order Collaboration

  • Work OrdersCreate work orders, assign staff and maintain handling records.Preview
  • Alarm-to-Work-OrderOpen a work order straight from an alarm, with the device and alarm source carried over.In development
  • Access Control & AuditOrganize users by role and keep a record of operations.Preview
  • Mobile Field ToolsBarcode scanning, photos, location and offline field work.Planned

AI Assistance & Knowledge

  • AI Chat & Diagnostic SuggestionsAsk about operations in plain language and review diagnostic suggestions for human verification.Preview
  • AI Health Analysis & ReportsAssess device health and generate operations reports.In development
  • Knowledge BaseCreate, browse and search operations knowledge articles.Preview
  • Knowledge Capture & VersioningTurn handling experience into knowledge that is maintained and traceable over time.In development
  • Digital Twin & Advanced PredictionSupport analysis with 3D models or advanced prediction.Planned

What sets it apart

Built for distribution communication networks

Everything is organized around devices, sites, network relationships, alarms and fault handling — not repurposed from a generic task tracker.

Spot it and fix it in the same place

Monitoring, work orders and knowledge share one workspace. Creating a linked work order from the alarm page and the full workflow are in development.

AI that assists, never overrides

AI chat and diagnostic suggestions help your team understand an issue, with suggestions requiring human verification before use. It never replaces professional judgment or on-site safety procedures.

Use cases

On-Duty: Pinpoint What Needs Attention

When a device anomaly or alarm needs attention, on-duty staff can review related device, monitoring and alarm information in one workspace to help identify objects requiring human follow-up. Current scope: Core pages are in preview; the full chain from metric change to a new alarm is in development.

Supervisors: Coordinate Fault Response

Supervisors can assign work orders to staff and maintain handling records to support task tracking. Current scope: Manual work orders are in preview; one-click alarm-to-work-order, the full multi-role workflow and notifications are in development.

Engineers: Tap into Know-How and Analysis

Facing a device anomaly or looking for a procedure, engineers use AI chat, diagnostic suggestions and the knowledge base to gather reference information, then verify it before acting. Current scope: No diagnostic accuracy or unattended operation is promised; automatic knowledge capture and full version management are in development.

Architecture

Simplified illustration, not a production deployment topology. Dashed boxes are in development or planned; existing components do not imply end-to-end acceptance.

  1. Users & Interface

    • Engineers, on-duty staff and supervisors → Web workspace (Vue 3 / TypeScript)
    • Mobile field appPlanned
  2. Business Applications

    • Assets (devices, topology)
    • Site Management
    • Monitoring & alarms
    • Work orders
    • Knowledge base
    • Users & access
    • Operations analyticsIn development
    • Digital twin & advanced predictionPlanned
  3. AI Services

    • AI chat, tool use and diagnostic services
    • Configurable model service
    • AI health analysis & reportsIn development
  4. Data & Integration

    • Business API (FastAPI / Python)
    • Business database (PostgreSQL)
    • Cache (Redis)
    • Device and external-system data ingestionIn development

Workflow

Intended workflow, not yet accepted as an automated end-to-end flow. Actual scope depends on the trial release and its acceptance coverage.

  1. Device Anomaly

    A device metric shifts, and controlled metric changes are converted into device alarms.

    In development
  2. Alarm

    On-duty staff review device status and alarm lists on the monitoring page.

    Preview
  3. Diagnosis (User-initiated)

    Engineers consult AI diagnostic suggestions and the knowledge base, then verify the findings themselves.

    Preview
  4. Alarm-to-Work-Order

    Alarm-page creation of linked work orders is in development.

    In development
  5. Manual Work Order

    Manual creation and assignment foundations are in preview.

    Preview
  6. Handling Record

    Work-order and operation-record foundations are in preview.

    Preview
  7. Automatic Knowledge Capture & Full Multi-Role Workflow

    Automatic knowledge capture and the full multi-role workflow are in development.

    In development

Commercial delivery preparation in progress

Equipment connection conditions, deployment scope and delivery acceptance must first be defined. This site does not yet offer online purchasing or guarantees of field results.

Interfaces and demonstrations

Concept illustration · Not a product interface

Contact

Customer support: support@acorner.top

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