Accelerate R&D with structured analysis. Rasyn standardizes complex instrument data into verifiable, audit-ready chemical insights.
> DETECTING PEAKS...
> NOISE RATIO: 1:1240
| Entity | Mass (m/z) | Purity |
|---|---|---|
| C21H20N2O4 | 364.14 | 98.4% |
| C18H15NO2 | 277.11 | 1.2% |
| SOLVENT_A | 18.02 | 0.4% |
Scientists spend 45-60 minutes per chromatogram manually identifying compounds in proprietary viewer software.
Data is trapped in static documents, making it impossible to perform aggregate analysis across projects.
Manual entry into ELNs results in a 5% average error rate in yield and purity reporting.
Autonomous identification and integration of all components. Verification is instantaneous via linked raw evidence.
Every interpretation is stored as structured JSON, enabling global search and predictive ML models.
One-click push to Benchling, Signals, or any API-enabled Electronic Lab Notebook.
The automated flow from instrument output to institutional knowledge.
Drop .mzML, .raw, or .fid files. Rasyn supports all major hardware vendors.
Neural denoising and peak detection engine identifies meaningful signals.
Proprietary logic matches spectra against target library and predicted by-products.
Structured data push to institutional repositories with full audit trail.
Rasyn is designed to meet the rigorous standards of commercial pharmaceutical R&D and academic peer review.
Universal support for Waters, Agilent, Bruker, and Shimadzu formats.
21 CFR Part 11 compliant logs for every interpretation and manual adjustment.
Statistical certainty metrics for every identified chemical entity.
Programmatic access for high-throughput robotic laboratory automation.
$ rasyn analyze ./exp_data/batch_09
>> Initializing interpretation engine v4.1.0...
>> Loading chemical library (12.4M entities)...
>> Found match for peak @ 4.22 min (99.2% conf)
>> Yield: 84.1% | Purity: 97.8%
>> Warning: Secondary impurity identified (C8H6O2)
>> Generating PDF report...
>> Exporting to Benchling ELN: SUCCESS
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