Agents Autonomous
Production & field work / Equipment maintenance planning

Plan the maintenance. Before the window closes.

Prepare preventive-maintenance work packs from approved schedules, asset history, required parts, and site access constraints.

Discuss your project Start with an outline, not a perfect brief.
Where it gets stuck

Equipment maintenance planning,
with the context attached.

A recurring maintenance job may be due but not ready: the asset ID is ambiguous, the procedure changed, or a required part is unavailable. This is planned equipment work, not reactive property-maintenance request triage or an autonomous diagnosis.

A good first scope

Choose one asset class and scheduled maintenance routine. Bring the maintenance planner, approved procedure owner, and the current work-order system.

The workflow
  1. 01 / The starting point

    The maintenance schedule marks a pump inspection as due. An approved export includes asset history, procedure references, spares, and permitted service windows.

  2. 02 / The right context

    Check asset identity, procedure revision, previous completion evidence, parts readiness, and required technician qualifications recorded by the business.

  3. 03 / Prepared for review

    Prepare a readiness pack listing prerequisites, missing parts, scheduling conflicts, and the referenced procedure. Keep a proposed work order separate from an issued instruction.

  4. 04 / A person decides

    The maintenance planner confirms scheduling and qualified staffing. The responsible technician follows approved safety procedures and records completion; the system does not energize equipment or close the job.

Tangible work

A useful working handoff

01

An asset and procedure map

Link the agreed asset class to approved maintenance intervals, revision-controlled procedures, and record owners.

02

A maintenance readiness queue

Show due work beside parts, access, qualifications, and dependency gaps so the planner can prioritize with evidence.

03

A completion reconciliation

Match technician-approved records to planned work and highlight incomplete or contradictory entries without marking work done.

A focused engagement

Define the job.
Test the handoff.

  1. 01

    Define the first boundary

    Choose one asset class and scheduled maintenance routine. Bring the maintenance planner, approved procedure owner, and the current work-order system.

  2. 02

    Build the inspectable handoff

    Show due work beside parts, access, qualifications, and dependency gaps so the planner can prioritize with evidence.

  3. 03

    Test before connecting actions

    Try a renamed asset, a parts substitution not approved by engineering, a canceled outage, an incomplete prior job, and a changed safety procedure. Missing prerequisites must remain visible.

How we would start

Map it. Test it.
Then decide.

Agree the trigger, source systems, reviewer, and acceptance criteria. Build the bounded preparation path, then test it with the person who will own it.

Include the awkward cases

Try a renamed asset, a parts substitution not approved by engineering, a canceled outage, an incomplete prior job, and a changed safety procedure. Missing prerequisites must remain visible.

Keep this boundary explicit

No equipment control, safety instruction generation, autonomous diagnosis, or assumption that planned work was performed. Lockout, permits, and maintenance execution remain with authorized personnel.

See how acceptance evidence works ↗
A few useful answers

Before we begin.

Is this predictive maintenance?

No. The starting scope improves preparation for existing preventive schedules. Predictive modeling would require separate data, validation, and engineering review.

Can it write technical procedures?

Use approved procedures as sources. Safety-critical work instructions are not improvised from model knowledge.

A useful conversation starts here

Where does the work
get stuck?

Choose one asset class and scheduled maintenance routine. Bring the maintenance planner, approved procedure owner, and the current work-order system.

Discuss your project