3:23Manufacturing
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Proof of concept · Manufacturing
ChemistXM: Chemical Structures from Scientific PDFs
Extracts molecular structures from PDFs, generates SMILES and enriches each result for chemist review, keeping the source page.
Video and presentation
Overview
The problem, and what the POC does.
The problem
Chemical structures are trapped inside PDFs, reports and customer records. Chemists re-key them by hand, different tools produce different identifiers, and records lose the link to their source page.
What the POC does
A PDF dropped in an approved SharePoint folder or attached to a Salesforce record starts a Power Automate flow. A Cloud Run container runs a DECIMER pipeline that finds each structure and generates a candidate SMILES string. RDKit canonicalises and enriches it, and low-confidence results go to a chemist, who accepts, corrects or rejects them.
Outcomes
What it is built to improve.
- Faster first-pass interpretation of chemical documents
- More consistent chemical identifiers
- Every structure traceable to its source document and page
- Clear review queues, with the chemist making the final call
Technologies used
Integration
Platforms
Standards
Where this applies
Related agent and use cases.
Request an Agent Pilot
Run Chemical-Document Interpretation on your workflow.
Tell us about your systems and timeline. We will scope a pilot with agreed measures and human decision points.
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