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Operator by Fibric

Predictive Maintenance

A managed pattern for proposing a work order when supported telemetry indicates a developing fault.

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About

Predictive Maintenance listens to the equipment you already instrument: vibration trending up on one pump while its twin stays flat, a motor drawing more current for the same load than it did last month, runtime hours stacking up past the service interval nobody scheduled. Each signal on its own looks like noise; together, against the asset's own history, they read as a fault forming. The failure it prevents is the unplanned one, the seizure at two in the morning that costs a production day instead of a scheduled hour.

When the evidence crosses your threshold it proposes a work order — this asset, this suspected fault, these readings, and a window to do the work. In a managed deployment, the supported work-order path uses an idempotency key and single-flight control to suppress duplicate submissions. It is managed early access: a deployment engineer wires it into your telemetry and maintenance workflow, starting in propose-only mode.

Highlights

  • Reads vibration + runtime
  • Predicts faults
  • Proposes work orders for review
  • Supported paths can record proposals, policy decisions, attempts, and reported outcomes; duplicate controls reduce recognized retry risk
Kind
Operator
Publisher
Fibric
Availability
Early access
Delivery
Managed by Fibric; nothing to install
Data direction
Reads and writes
Pricing
Included with plan
Sold by
Fibric
Support
Developed and supported by Fibric
Tags
maintenance, predictive, assets, uptime

Authentication

Target operator contract: holds no source credentials and uses only deployment-approved bindings. No public operator runtime is implied.

What it reads

  • Vibration, temperature, and current readings streamed over MQTT or polled via Modbus
  • Runtime hours and duty cycle per asset, against its service interval
  • Each asset's own baseline, so a warm bearing is judged against its history, not a fleet average

What it can do

  • Proposes a work order with the suspected fault, readings, and a maintenance window
  • Notifies the maintenance lead when a fault signature accelerates
  • Proposes a downtime slot that lands inside planned low-load hours

How it works

1

Sense

Vibration, temperature, and current readings streamed over MQTT or polled via Modbus.

2

Reason

The target operator contract scores approved inputs and proposes a plan. Live BearScope roles use governed product paths; managed early-access roles require deployment-specific policy, human review, and validation.

3

Act

Target capability: Proposes a work order with the suspected fault, readings, and a maintenance window. Actual authority, duplicate controls, and recovery depend on the validated deployment and downstream system.

Pricing

Managed scope required

There is no public operator-pack checkout, free trial, or standing rate. Maturity, propose-only evaluation, limits, support, and commercial terms are confirmed during managed review.

Deployment engineer
Wires and verifies the integration with you during onboarding
Managed validation
Review maturity, authority, supported records, and deployment boundaries before go-live
Execution records
Supported reads, proposals, policy decisions, and reported outcomes kept for review
Support from the builders
Developed, run, and supported directly by Fibric

Requirements

System requirements
  • A telemetry source (MQTT Broker, Modbus TCP, or OPC UA)
  • A path for the work order (Webhook Ingest to your CMMS, or Slack)

Your deployment engineer verifies each line with you during onboarding.

Support and resources

Supported by the people who built it

This operator is developed, run, and supported by the same Fibric team. Support starts during onboarding with a named deployment engineer and doesn't hand you off afterward.

Works with

Listings this is designed to pair with. Each listing has its own live or managed early-access state.

Sensing & telemetry connector

MQTT Broker

Subscribes to your IoT fleet. Every sensor topic becomes a governed event with a timestamp, a source, and a tenant it belongs to.

View details

Sensing & telemetry connector

Modbus TCP

Talks to the meters, drives, and PLCs that already run your plant, polling registers on a schedule and normalizing the readings.

View details

Sensing & telemetry connector

OPC UA

The industrial standard for shop-floor data: browses the address space, subscribes to nodes, and keeps the model in sync.

View details

Data & events connector

Webhook Ingest

A managed early-access pattern for verifying signed POST deliveries and attaching governed tenant and source context.

View details

Support & comms connector

Slack

Posts the proposed action, waits for the human confirm, then executes, all inside a channel that keeps the record.

View details

Bring Predictive Maintenance into your early-access deployment

Early access means a deployment engineer wires this with you, and it runs propose-only until you approve live actions.