Manufacturing

Work order repair exceptions

Malleable turns maintenance exceptions into evidence-backed repair plans, pulling together work orders, manuals, asset history, and supervisor judgment before dispatch.

Malleable Workflow
For maintenance exceptions, give supervisors a recommended repair plan with parts, urgency, and evidence from work orders, machine alerts, asset history, SOPs, and similar failures.
Done. I built the workflow below with stages, handoffs, and integrations.
Start
Entry point to workflow
Entry Point
New work order or machine alert

Detect Fault

Collect alert details, asset, line, severity, and production impact.

ServiceNow
Reads the alert, asset, severity, and production-impact details.
SAP
Adds line, asset, and planning context from ERP records.

Read History

Review asset history, manuals, prior failures, and maintenance notes.

ServiceNow
Pulls work-order history and prior failure notes.
Notion
Pulls manuals, runbooks, and maintenance guidance.

Recommend Repair

Propose likely cause, repair path, parts, technician skill, and urgency.

Supervisor Review

Ask supervisor to decide safety, downtime, or production trade-off.

Slack
Sends the safety and downtime decision request to the supervisor.

Dispatch Work

Assign technician with supervisor decision, evidence, and downtime notes attached.

ServiceNow
Assigns the technician and attaches downtime notes to the work order.
Waits
Handoff to resume workflow
Supervisor Review Review
Ask supervisor to decide safety, downtime, or production trade-off.
Complete
Reading the work order and machine alert...
How It Works
  1. 1Detect Fault: Collect alert details, asset, line, severity, and production impact.
  2. 2Read History: Review asset history, manuals, prior failures, and maintenance notes.
  3. 3Recommend Repair: Propose likely cause, repair path, parts, technician skill, and urgency.
  4. 4Supervisor Review: Ask supervisor to decide safety, downtime, or production trade-off.
  5. 5Dispatch Work: Assign technician with supervisor decision, evidence, and downtime notes attached.

Why This Works Better with Malleable

Start simple, improve over time

You just describe what you want to happen. The workflow integrates everything—no separate forms, brittle automations, or AI copilots to wire together. Iterate on your process without rebuilding.

No separate systems to integrate

The diagram you see is what executes. AI reasoning, data handling, and notifications all happen as part of the workflow—not as separate automations you need to configure.

Results

  • Repair packets are complete
  • Supervisors review real trade-offs with context
  • Technicians receive context-rich work orders

Integrations

SAPServiceNowSlackNotion

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