Industry solution
Automation an auditor can trust.
In regulated manufacturing, every action needs a reason and a record. Tokoaido is built around human approval and a tamper-evident audit trail, so autonomy and traceability aren't in tension.
The challenge
Where it hurts today.
- Every action must be attributable, justified and recorded
- Deviations and CAPAs are slow and manual
- Data integrity expectations (ALCOA+) across MES / LIMS / QMS
- New AI must fit existing validation and quality systems
How Tokoaido helps
What changes.
Hash-chained lineage from source data to model to action, replayable for any auditor.
Consequential actions wait for a qualified person; nothing high-risk executes silently.
MES, LIMS and QMS remain the systems of record, Tokoaido governs on top.
EU AI Act, NIST AI RMF, GDPR, with evidence generated from the platform.
In practice
Deviation triage → governed workflow
A batch parameter drifts. The platform triages, proposes a documented next step, requires sign-off, and records the complete, verifiable lineage.
Other industries
Operations X-Ray
See it on your own operations.
Start with an Operations X-Ray of one line, or explore the live platform any time.