Callable Object

Call this machine

Make a machine callable with a QR-linked AI phone workflow. A machine label that lets operators report faults and maintenance needs by phone.

See intake templates

How it works

  • Attach a QR label to the machine or maintenance panel.
  • Owner: Facilities or maintenance team
  • Callers speak naturally instead of filling a form.
  • The result becomes a structured follow-up record.

Data captured

  • asset ID
  • fault symptom
  • operator name
  • downtime impact
  • safety risk

Workflow prompt

Create a machine fault Call App that captures asset ID, symptom, downtime impact, safety risk, and operator contact details.

Output schema

{
  "outcome": "machine call outcome",
  "fields": [
    {
      "description": "asset ID captured during the call.",
      "name": "asset_ID",
      "required": true,
      "type": "text"
    },
    {
      "description": "fault symptom captured during the call.",
      "name": "fault_symptom",
      "required": true,
      "type": "text"
    },
    {
      "description": "operator name captured during the call.",
      "name": "operator_name",
      "required": true,
      "type": "text"
    },
    {
      "description": "downtime impact captured during the call.",
      "name": "downtime_impact",
      "required": true,
      "type": "date"
    },
    {
      "description": "safety risk captured during the call.",
      "name": "safety_risk",
      "required": true,
      "type": "text"
    }
  ]
}

Sample call

AI: Hi, I am the AI workflow attached to this machine. What do you need help with?

Caller: Machine 14 is making a grinding noise and we stopped using it.

AI: What should the owner know before they follow up?

Caller: Please save this for facilities or maintenance team.

Human handoff

  • injury risk
  • lockout/tagout issue
  • production stoppage
Callable objects should use clear signage, consent-aware recording settings, and human review for sensitive requests.

Related workflows

Publishing checklist

Place the QR code where intent is clear

The best location is where the caller already understands the object and needs action: a room sign, product label, manual, invoice, package, or field asset. The surrounding copy should say what the call will create for the owner.

Keep the first workflow narrow

Start with one owner, one notification path, and one structured outcome. If callers use the same QR code for multiple needs, add a first question that classifies intent before collecting detailed fields.

Launch review

Caller promise

Make the first screen and opening line match what the caller will actually get. For call this machine, the promise should be narrow enough that a caller understands the purpose before sharing details or scanning a QR code. Avoid broad claims like "we can help with anything"; a specific promise produces cleaner calls and clearer follow-up.

Required outcome

Decide which fields are required before the call can be considered complete. A practical first version should capture asset ID, fault symptom, operator name, then send a summary that Facilities or maintenance team can act on without replaying the call. If a field is not used for routing, qualification, scheduling, or review, remove it from the first launch.

Human review

Write down the cases that should not be automated. Use human review for injury risk, lockout/tagout issue, production stoppage so the workflow stays useful without pretending to handle every edge case. Review the first real calls before connecting higher-risk actions or expanding the workflow.

FAQ

Why make a machine callable?

A callable machine gives someone an immediate way to explain context while they are looking at the object, sign, room, document, or product. The QR code starts a phone workflow that captures the issue and sends the owner a structured result.

What should the QR code say beside it?

Use plain signage such as "Scan to call this machine" and explain what will happen after the call. Avoid vague labels. The caller should know they are contacting an AI workflow and that the result goes to facilities or maintenance team.

What information should be captured?

The workflow should capture asset ID, fault symptom, operator name, caller intent, urgency, and a practical next action. Do not ask for sensitive information unless the owner truly needs it and has the right consent and review process.

When should the workflow escalate?

Escalate when the caller reports danger, sensitive information, access issues, payment disputes, or anything that needs a person. For this example, the main handoff triggers are injury risk, lockout/tagout issue, production stoppage.

Create a callable QR code

Use this object-specific workflow as the starting prompt, then print the QR code wherever the caller needs it.