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Bubbler Reality Labs

The Readiness Record

See the actions behind the result.

A Readiness Record connects procedure checks with the decisions a learner made. Use it to focus feedback and plan the next practice run.

Machine-verified gates

Binary, checked in the engine.

  • Was PPE on before the arc struck.
  • Was amperage inside the procedure range.
  • Were combustibles cleared.

Judgment assessment

Scored from what the trainee saw, did, and said during the session.

  • Did they call the fire watch.
  • How fast did they diagnose the fault.
  • Did they stop work when they should have.
  • Did their handoff include the problem, or leave it out.

A sample record

A clearer starting point for coaching.

Readiness Record

SMAW fillet weld, 3F vertical

Sample
Record
BRL-WLD-2417
Trainee
R. Alvarez (sample)
Procedure
SMAW fillet weld, 3F vertical
Playbook
trades.welding.smaw / v4.2
Verified
2026-03-14
Expires
2027-03-14

Machine-verified gates

Binary. Checked in the engine.

  • Pass

    PPE donned before arc strike

    Verified in engine

  • Pass

    Amperage within procedure range

    118 A / range 95 to 135 A

  • Pass

    Combustibles cleared to 35 ft

    Verified in engine

  • Pass

    Fire watch posted before strike

    Called at T+00:41

  • Fail

    Ground fault reported at handoff

    Fault detected at T+06:12, absent from handoff

Judgment assessment

Scored from what the trainee saw, did, and said. Line marks the cohort median.

  • Procedure adherence4.4

    Sequence followed without prompting

  • Fault diagnosis speed4.0

    Identified in 38 s (cohort median 2m 51s)

  • Stop-work judgment4.6

    Stopped work within 4 s of alarm

  • Communication under pressure3.6

    Callouts made, but late twice

  • Handoff completeness3.1

    Omitted the ground fault from the verbal handoff

Ready with follow-up

Cleared to attempt the live plate test. Handoff communication requires a supervised re-run before sign-off.

This record documents simulated performance under observation. It is not an AWS, ASME, or NAVSEA qualification, and it does not substitute for a live test or a certifying authority’s sign-off.

In this example, the learner completes most procedure checks but misses important information in the handoff. The record makes that gap visible so an instructor can discuss it and plan another attempt.

Want one built for your procedure?

Name the procedure you already assess by eye. We’ll mock up the record it would produce and send it to you. No call required.

Using the record

Evidence for your training decisions.

This record documents simulated performance under observation. It is not an AWS, ASME, or NAVSEA qualification, and it doesn’t substitute for a live test or a certifying authority’s sign-off.

How a training deployment works

Define what good performance looks like.

Bring a procedure your team needs to practice. We’ll help identify the actions and decisions a useful simulation should capture.

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