Track fermentation, scale-up, and bioreactor runs with structured data, monitoring dashboards, and AI analysis.
Process development teams generate enormous amounts of time-series data — fermentation, bioreactors, downstream processing — but the data is locked into instrument-specific software, with handoffs to engineering and manufacturing that lose context. Cypher AI gives PD teams structured tracking from shake-flask screens to scale-up runs, with dashboards and analyses that follow the run, not the instrument.
One connected platform for the work you do today and the data you generate tomorrow.
LIMS for fermentation runs with full lineage of strain, media, feed strategy, and operating conditions. Compare runs across scales with structured metadata, not file naming conventions.
Ingest historian and DCS data through pipelines. Align time-series across runs even when sampling rates and timestamps differ between systems.
Build dashboards on demand — "compare productivity, yield, and titer across the last 12 runs by media condition." Engineering doesn't have to build it; PD scientists can ship it themselves.
Correlate small-scale screens to pilot and manufacturing scale through structured run metadata. Cypher's AI agent helps identify which lab-scale parameters predict performance at scale.
Every run, every change, every decision is traceable. When manufacturing asks "why did we change feed rate at 24 hours?", the answer is one click away.
Define the experimental design — strain × media × feed strategy — in the ELN. Cypher generates the run sheet and registers each fermentation in the LIMS.
During each run, time-series data flows in through pipelines. A live dashboard shows OD, DO, pH, and feed rate per run, with anomaly flags.
After the campaign, scientists compare runs through structured queries: best titer per media condition, fastest growth phase, highest carbon efficiency. Reusable analyses survive past the project.
Tech transfer pulls full run metadata, decision history, and supporting analyses straight from Cypher. No re-creating the story from emails.