Embroid
Solution

Debug failures where they happen.

Inspect failures where they happen and preserve reproducible evidence.

The problem

Factory and field failures lose context when devices are shipped back or debugged days later. The information you actually need evaporates in transit.

By the time a failing unit reaches an engineer, the failure context is gone. Power state, serial logs, firmware version, operator actions — all lost to shipping and second-hand description.

How Embroid helps

Embroid captures state, logs, power behavior, and workflow history near the failing device so teams can reproduce and preserve the issue.

A triage bench at the factory or field site captures the failure as it happens. The full session — commands, logs, power trace, assertions — exports to HQ. The regression test writes itself.

Workflow

How Factory & Field Triage works with Embroid

  1. 01Operator plugs the failing unit into an Embroid-equipped triage bench.
  2. 02They run the standard triage sequence; Embroid captures everything.
  3. 03The session exports as a signed evidence record.
  4. 04Engineering reproduces the failure from the record back at HQ.
  5. 05The reproduction becomes a permanent regression test in CI.
Outcomes

What teams get from Factory & Field Triage

  • Triage live devices on the factory floor
  • Capture evidence before a unit leaves the line
  • Reproduce a field failure back at HQ
  • Convert an escaped defect into a permanent regression test
Products used

Which Embroid product fits this workflow

Embroid Basic

Compact and durable enough for factory or field triage stations.

Explore Basic
Embroid Pro

For higher-volume triage cells with multiple parallel benches and accessories.

Explore Pro
Platform capabilities

Built on these parts of the platform

Example evidence

What the record looks like

Field sessions produce a record with the unit serial, firmware hash, operator, triage sequence, all captured output, and the result. Hand it to engineering; the bug doesn't lose context in transit.

Implementation path

A realistic rollout

Week 1

Install a Basic triage bench at one factory cell or field site.

Week 2

Author the standard triage sequence; train operators on the UI.

Week 3+

Wire exports back to HQ regression tests. Expand to additional triage sites.

Factory & Field Triage

Make this workflow real on your hardware.

Share your setup. We'll help you pick the right Embroid product and get you to a first working run.