Governed AI workflows for the factory floor.

Run quality and production operations as workflows your plant owns, where AI handles the routine path, people approve what matters, and every run leaves audit-ready evidence.

A governed production line. Cartons ride a conveyor through an automated checkpoint, where the routine ones are cleared without a person and continue straight on. One carton is flagged out of tolerance, lifts to an approval station where an inspector signs it off, and is then released along its own lane. Every carton leaves a record.
§ 01 · The approach

How Kora runs manufacturing operations

Kora runs manufacturing operations as governed workflows: inspection, non-conformance, and change control execute under a released process version, with scoped permissions, human approval gates, and a hash-chained, replayable evidence record shaped for IATF 16949 and ISO 9001 audit cycles.

The routine path runs itself

Standard operations run as a released workflow. Agents take the repetitive steps and write results straight back to the systems you already run, so the routine path executes the same way on every shift.

The payoffYour team stops hand-carrying routine work and spends its hours on the calls that actually need a person.

Exceptions surface with their context

When a non-conformance, deviation, or change request comes up, the workflow catches it, gathers the surrounding context, and routes it to the person who owns that call.

The payoffNothing stalls in an inbox no one is watching, and the owner opens it with the full picture already attached.

The owner decides, on the record

They approve, reject, or escalate under scoped permissions. An agent can gather context and propose a disposition, but a person makes the call, and that call is captured as it happens.

The payoffJudgment and accountability stay with your people, with AI doing the legwork instead of the deciding.

Every run becomes audit-ready evidence

Who did what, which version ran, and what was decided all land in a hash-chained, replayable record, one per run.

The payoffWhen a customer challenges a lot or an IATF 16949 or ISO 9001 audit lands, the evidence pack is already there, not rebuilt from logs and emails.

Governed workflow
§ 03 · FAQ

Questions, answered.

What teams ask when they evaluate Kora for this problem.

Every workflow run produces a hash-chained, replayable record of the process version that ran, the human and agent actions taken, approvals with their owners, and the outcome. That record is the objective evidence an auditor asks for, available per run rather than compiled after the fact.

Yes. Agents run inside the workflow with scoped permissions, under criteria you release and can change. They disposition the parts that are plainly in spec, escalate anything borderline or low-confidence to a qualified inspector, and every call, agent or human, lands in the same record.

No. Kora orchestrates the workflow across the systems of record you already run and writes results back to them. It governs the process and the evidence, it does not replace your systems.

With one workflow that hurts: often non-conformance and CAPA, a quality inspection gate, or maintenance escalation. The team runs it governed next to the MES, ERP, and QMS already in place, sees the evidence and cycle data each run leaves, and expands from there. No re-platforming of the plant is required.
§ 04 · Next step

Bring one process from the floor.

In a demo, bring an inspection gate, a non-conformance path, or an escalation your plant handles today. We will run it as a governed workflow and show the evidence record it leaves for IATF 16949 and ISO 9001.