Workflow explained
What happens between
your export and
the answer
Every engagement runs the same three passes. This page is the longer version of what each one does, what it needs from you, and what comes back.
Pass 01
Ingest
You send what the instrument already produces. There is no format to conform to and no re-acquisition.
- Vendor formats from LC-MS, GC-MS, NMR and HPLC, plus processed peak and feature tables.
- Files are parsed and reduced to three fingerprints: molecular, structural and chemical.
- Batches are aligned so runs from different days, columns or operators can be compared.
- Every value stays linked to the record it came from, so nothing in the report is unattributable.
Pass 02
Validate
Identification is only half the job. A compound that cannot be sold in your market is not a lead.
- Features are annotated against reference libraries, with a confidence level on each assignment.
- Assignments are checked against regulatory registers for the markets you care about: food, cosmetic, therapeutic, environmental.
- Known toxicology and prior industrial use are pulled in alongside the identification.
- Anything commercially material is flagged for analytical confirmation before it reaches a recommendation.
Pass 03
Report
The output is a decision document, not a peak list.
- A ranked shortlist: what is present, what it is worth, and how confident we are.
- Commercial application for each candidate, and who buys it today.
- Regulatory standing in the target market, with the register entry cited.
- A formulation or extraction route, and what it would take to produce at volume.
- Robust statistical analysis underneath the ranking, so every confidence figure is derived rather than asserted.
- Your source files back, with the derived data alongside them.