SOPs in. Structured workflows out.
LabFlow AI turns unstructured protocol text into traceable, version-controlled experiment workflows — with AI-detected ambiguities flagged before you run anything.
3 pre-loaded demo workflows · ELISA · RT-qPCR · Acid-Base Titration
Human IL-6 ELISA — Sandwich Assay Objective: Quantify IL-6 in cell culture supernatants using a sandwich ELISA. Materials: - 96-well MaxiSorp plate - Capture antibody anti-IL-6 MAB206 (4 µg/mL) - Biotinylated detection antibody - Streptavidin-HRP conjugate Steps: 1. Coat plate with capture antibody in PBS. Seal and incubate overnight at 4°C. 2. Wash wells 3× with wash buffer. 3. Block with 300 µL blocking buffer, 1h RT. ...
Everything your team needs before pressing run
Protocol Parsing
Paste or upload any SOP, protocol draft, or free-text description. AI extracts steps, materials, parameters, and expected outputs into a structured schema.
Ambiguity Detection
Missing units, undefined concentrations, unspecified temperatures — automatically flagged with plain-English explanations before you run anything.
Output Mapping
Upload instrument CSV exports and automatically map columns to your workflow schema. Discrepancies, missing fields, and out-of-range values are highlighted for review.
Confidence Scoring
Every AI parse includes a confidence score and detailed reasoning. Know exactly how certain the system is — and where human judgment is required.
Audit Trail
Immutable, timestamped log of every action — protocol parsed, run started, outputs mapped, summary generated. Human-in-the-loop by design.
Run Comparison
Side-by-side planned vs. actual output summaries. Missing required data and flagged fields are surfaced immediately so nothing falls through the cracks.
How it works
Paste or upload protocol
AI extracts structure
Review ambiguities
Upload CSV outputs
Generate run summary
See it in action — no signup
Three complete demo workflows are pre-loaded. Click through to explore AI-extracted steps, mapped outputs, run summaries, and the full audit trail.