Experiment execution
Plan work, assign owners, reference an approved protocol version, capture observations, and route results through review.
Evidence-ready LabOps for scientific hardware
Know exactly what produced every result—not which spreadsheet holds it.
Connect each experiment to its device build, inspected lots, approved method, ready equipment, samples, and frozen evidence—without enterprise-system complexity.
Five-minute product tourFictional records onlyHuman-controlled decisions
EXP-2026-00124 · DEVICE BUILD DB-0042
Ready to start—with one risk to resolveGenealogyComplete
Evidence links12
Open risk1
✓Approved methodProtocol v3.2 frozenReady
✓Build and materials4 inspected lots tracedReady
!EquipmentCalibration due in 6 daysReview
One connected laboratory record
See the work, the materials, and the evidence together.
Built for biotechnology, diagnostics, microfluidics, and scientific-hardware teams that need more control than shared files can provide.
Samples and lineage
Register samples with human-readable IDs, storage positions, parent relationships, quantities, status, and experiment context.
Versioned protocols
Preserve the exact method used by an experiment instead of silently changing history when a protocol is revised.
Inventory with history
Surface low stock and expiration risk while preserving every receipt, use, transfer, adjustment, and disposal transaction.
Equipment readiness
Track availability, location, maintenance, calibration, service history, and the next action required before a run.
Connected work
Tie tasks, reports, suppliers, components, lots, inspections, attachments, and audit activity to laboratory operations.
Documentation that follows the work
Capture once. Retrieve in seconds. Export on your terms.
LabOps is designed around the human moments where documentation breaks down: onboarding from a spreadsheet, identifying a physical sample, noticing a deadline, and showing whether a pilot actually improved the work.
- 01 · Start with what exists
Import without surrendering control
Preview and validate existing experiment or inventory CSV files before any record is committed.
- 02 · Work at the bench
Find the right sample immediately
Scan a barcode or QR code—or use the always-available manual lookup—to open its context and record movement.
- 03 · Prevent silent delays
Surface the next action
Deliver role-aware digests for overdue tasks, low stock, expiration risk, and calibration dates.
- 04 · Learn from the pilot
Measure outcomes, then export
Track adoption and before-to-after pilot metrics while keeping data portable through CSV exports and a documented API.
Pilot principle: configure these workflows around customer interviews, then use the scorecard to validate measurable value and willingness to pay.
See the workflowA measurable pilot, not a vague transformation
Start with one workflow that repeatedly costs the team time.
A focused pilot should test whether LabOps improves visibility, traceability, and operational follow-through for a real laboratory team.
Design a pilot1
Find the current experiment status without asking three people
Measure the before-and-after time, errors, or handoffs during the pilot.
2
Trace a result to its sample, protocol version, equipment, and evidence
Measure the before-and-after time, errors, or handoffs during the pilot.
3
Catch low stock, overdue tasks, and calibration risk before work stalls
Measure the before-and-after time, errors, or handoffs during the pilot.
Built for scientific hardware evidence
Know what produced the result—and whether the work is ready to run.
Experiment-to-device genealogy
Trace results to the exact device build, component revisions, supplier lots, inspections, firmware profile, samples, and equipment state.
Pre-run readiness gate
Block execution when an approved method, available build, inspected materials, calibrated equipment, samples, or prerequisite work are missing.
Frozen evidence packets
Create immutable, checksum-protected snapshots and review-ready PDFs without presenting them as regulated electronic signatures.
AI assistance with evidence boundaries
Draft faster. Keep scientific decisions human.
LabOps can suggest report sections from the evidence already connected to a mutable report. Nothing is saved until a permitted user reviews, edits, and explicitly accepts it.
Evidence-grounded
Uses the report objective, existing sections, and deterministic criteria summary—not hidden laboratory decisions.
Private and controlled
Server credentials stay private; access is role-aware, workspace-controlled, rate-limited, and usage-logged.
Explicit acceptance
Suggestions stay temporary until a human verifies the text and accepts responsibility for the saved section.
See the connected workflow
Review a fictional laboratory workspace—no account required.
Follow an experiment from protocol and samples through equipment readiness, inventory, tasks, and review.