AI-assisted documentation for the lab's daily ledger.
Instruments, QC, maintenance, reagents, reports, audit trail. Captured locally, drafted by the AI, reviewed and approved by qualified humans. LIS/LIMS-agnostic data capture, designed to support audit workflows.
Mock demo data. Authorized environment only. No PHI, no production records.
→ Try LIMS BOT to draft an instrument, QC, reagent, or maintenance record live.
Dashboard
Counts derived from local mock registry lab_operations_logs_demo.json. Classification: demo-mock-only.
Drill into the log
Six lenses on the same operations data. All AI drafts. All human-reviewed. All audit-trailed.
Authorized instruments, qualification windows, integration patterns.
Open →Daily, weekly, monthly tasks. AI-assisted drafts. Human-reviewed signoffs.
Open →Lot tracking, expiry windows, calibration context.
Open →Monthly summaries, designed to support audit workflows.
Open →Every draft, edit, approval, and rejection — recorded with user, role, and time.
Open →Queue locally, sync on authorized network. Field-first lab informatics.
Open →What this is — and isn't
- Is: AI-assisted documentation for lab instrument, QC, reagent, and workflow events.
- Is: human-reviewed by default — AI drafts, qualified operator approves.
- Is: LIS/LIMS-agnostic. Designed to feed cleaner upstream data into your existing systems.
- Is: designed to support audit workflows.
- Is not: a diagnostic AI system or clinical decision tool.
- Is not: FDA-cleared, 21 CFR Part 11 validated, or a regulated medical device.
- Is not: a replacement for pathologists, lab supervisors, or qualified lab staff.
- Is not: partnered with or integrated into ASCP PDI or any analytics platform unless explicitly stated for a given deployment.
Talk to us about an AI-ready lab data pilot.
Pilot deployments start around $5,000. We're currently selecting 5 pilot labs.