Custom AI Development for Chemical Regulatory Workflows
We help compliance teams and scientific consultants build custom AI tools to accelerate document parsing, regulatory prep, and systematic reviews
Who it’s for
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You interpret hazard data, characterize risk, and contribute to PMN, CSR, or REACH dossiers.
You’re drowning in PDFs, studies, and inconsistent formats.
We help you automate literature parsing, structure toxicological data, and streamline exposure scenario assembly — without sacrificing scientific rigor.
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You’re responsible for keeping your company in compliance across TSCA, REACH, and international frameworks.
You manage SDS authoring, dossier prep, PMN submissions, and evolving guidance from EPA or ECHA. We build custom AI tools to parse internal documentation, track regulatory changes, and generate structured outputs that save time and reduce errors.
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You support clients with HHRAs, DQRAs, EIAs, and technical reports tied to EPA, state, and international standards.
We help you extract data from legacy documents, classify reports, and surface evidence across your firm's historical projects — so you can focus on judgment, not grunt work.
Example projects
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SDS and PMN Parser
Extract CAS numbers, H-phrases, and section-specific content from Safety Data Sheets and Pre-Manufacture Notifications. Output structured data (JSON, XML, Excel) for use in ERP or submission tools.
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TSCA/REACH Monitor
Monitor EPA Dockets, ECHA news, and SACC/SAP panel findings. Surface changes tied to relevant EC/CAS numbers and flag affected substances in your portfolio.
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Systematic Review Extractor
Automatically parses studies to extract population, exposure, comparator, and outcome (PECO) elements. Outputs structured evidence tables in JSON, RIS, or Excel for risk assessors and meta-analysts.
About us
We are a group of AI expert engineers from companies such as Palantir, Bloomberg, and other startups.
We specialize in NLP, LLMs, data extraction pipelines, and internal tooling - adapted to workflows in chemical manufacturing, toxicology, and environmental science.
We can work with format such as
SDS, PMN, UICLID, ECHA dossiers, CSR/ESR reports
EPA Docket items, ECETOC guidance, OECD test guidlines
We can automate tasks such as
Named entity recognition for EC/CAS numbers
Section-wise SDS parsing (Sections 2, 3, 11, 12)
Meta-data extraction for HHRA EIA reports
We are based in the US and available globally
FAQs
Can you automate SDS and PMN processing?
Yes — we build custom parsers that extract structured data from Section 2/3/11/12 of SDSs or from PMN templates, for ingestion into compliance systems.
Do you support TSCA or REACH workflows?
Absolutely. We help clients extract, tag, and track information relevant to TSCA Section 5 submissions, REACH dossier preparation, and SIEF/CSR workflows.
What is your pricing model?
Project-based. You get a scoped proposal with clear deliverables and timeline.