Cypher AI for Assay & Method Development

Develop, validate, and operationalize assays — turning one-off methods into versioned, reusable, monitored workflows.

A huge amount of R&D effort goes into developing and validating assays — and most of that knowledge evaporates the moment the method is "done." The protocol drifts, the analysis is a forgotten script, and performance over time is invisible until something breaks. Cypher treats method development as something to capture, not just complete: protocols are versioned, the analysis becomes a reusable tool, and method performance is monitored on a live dashboard.

How Cypher AI helps assay & method development teams

One connected platform for the work you do today and the data you generate tomorrow.

Versioned protocols with run tracking

Build and version assay protocols with materials, equipment, timers, and embedded calculations. Every run is bound to the exact protocol version it executed.

Reusable analysis from natural language

Describe the readout analysis once — standard curves, QC limits, system suitability — and Cypher packages it as a widget the team reuses on every plate and batch.

Validation data, structured

Capture accuracy, precision, linearity, and robustness data as structured records, so a validation package is assembled from real data rather than reconstructed.

Method-monitoring dashboards

Build dashboards to watch intra- and inter-day variability and system suitability across runs, so method drift is visible early instead of after a failure.

Handoff to routine use

When a method graduates to routine or QC use, the protocol, analysis, and acceptance criteria travel with it — no rebuilding from a slide deck.

From new method to monitored workflow

1

Develop

Draft and version the protocol, and build the readout analysis as a reusable widget while you optimize conditions.

2

Validate

Run validation experiments; capture accuracy, precision, and linearity as structured records tied to the protocol version.

3

Operationalize

Promote the validated method to routine use with its analysis and acceptance criteria attached.

4

Monitor

Track system suitability and variability on a live dashboard so method drift surfaces early.

Capture the method, not just the result — so the work you do once keeps paying off.

Other use cases