01
Ingest the batch
Connect the instrument workflow and collect the chromatograms, method context, and batch metadata required for review.
Automate chromatogram review with AI
ScienceMachine adds a visual QC layer between instrument data and downstream systems. It examines integration boundaries and acquisition quality across the batch, then routes the flagged subset to a scientist for final review.
0 reviewed
Processing batch
Integration boundary
Review right boundary
A controlled workflow with a scientist in command.
02
AI Inspects each peak
Visual models check integration boundaries, noise, peak shape, and acquisition anomalies using your approved review criteria.
03
Review the exceptions
Consistent chromatograms are documented; uncertain or non-conforming results are routed to a scientist with the relevant context.
Up to 80% less manual QC review time
Representative target based on current bioanalytical workflows.
We configure the workflow around your systems, source formats, decision rules, and approval model—then validate the version your team will use.
Batch-level coverage
Apply the same review logic across every sample without fatigue or reviewer drift.
Exception blocking
If required inputs are missing or confidence is insufficient, the workflow stops and asks for review rather than guessing.
Reviewer traceability
Preserve the source chromatogram, the automated assessment, and the scientist's final decision together.
Existing-system fit
Add automation between established instrument workflows and downstream systems such as Watson LIMS.
Supports data from the instruments your lab already uses.
Thermo Fisher
SCIEX
Waters
Bruker
Agilent
Shimadzu
Results proven by industry leaders
“We worked with ScienceMachine at Inoviv and had a great experience. They helped us reduce the time we were spending on QC and reporting by 80%, allowing us to meaningfully increase our capacity.”
01 / 07