The agentic control plane for the bench.
Labflow turns "run a transfer curve from 0 to 3.2 V, settle 50 ms, stop above 10 mA" into a calibrated measurement, a watched waveform, and a signed lab report — without trading away an inch of safety or reproducibility.
Six pillars. One console.
Each pillar is a real surface in the product, not a deck slide. The same primitives drive a transfer curve, a PSRR sweep, or a 24-hour burn-in.
One console for the whole bench
SMUs, scopes, function generators, supplies, DMMs and DAQs — discovered, paired, and driven from a single workspace.
Talk to the instrument
Describe the experiment in plain English. Labflow compiles intent into SCPI, validates against safety limits, and shows you what it intends to send.
Live waveform reasoning
The agent watches the trace as it captures. Ringing, clipping, drift, oscillation — flagged in prose with the matching segment of the waveform.
Human-in-the-loop policy
Hard caps on current, voltage, ramp rate and dwell. Anything above your policy threshold pauses for dual-sign approval, with a full session audit trail.
Reproducible by default
Every run emits a signed manifest. Re-run it three years later, identically — same SCPI, same compliance, same trigger.
Lab-notebook reports
Publication-ready PDF, HTML, Markdown or LaTeX. Plots, prose, transcript and provenance — written the moment the sweep ends.
Anatomy of the console.
Three columns, one truth. Instruments on the left, work in the middle, agent on the right — and a status strip telling you exactly what the bench is doing this second.
Bench rail
Live tree of every connected instrument with status LED, transport (GPIB/USBTMC/LAN/Serial), and last-seen calibration.
KPI strip
Drain current, Vpp, stimulus, sweep progress — refreshed at instrument cadence, not at browser cadence.
Scope view
Channels, dividers, cursors and triggers. Side-by-side with the agent so observations and waveforms share one timeline.
SMU table
Source mode, setpoint, measured, compliance — all four channels at a glance, with sweep state inline.
Safety panel
Bench-wide ceilings, probe temperature, operator-confirm gates, auto-shutdown — armed and visible at all times.
Agent stream
Every message, plan step, tool call and observation in a single auditable feed. Reply, redirect, or hand control back.
Before / after the agent.
Try it on your bench.
One-week guided trial, free, on a single bench. Bring your own instruments — we'll auto-discover anything on GPIB, USBTMC or your subnet and an engineer pairs with you on the first sweep.
Read the docs first.
Quickstart, SCPI cookbook, driver matrix and the protocol DSL — everything we wish we'd had three labs ago.