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TalentXM

Solution Accelerator · Manufacturing · Quality & engineering

Chemical-Document Interpretation

Turn dense technical and safety documents into structured, searchable data.

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Validated POC

Tested on a sample set of technical and safety documents.

Outcome

Reads chemical and technical documents, extracts the fields engineering and quality teams need and shows the source for every value.

Intended user
Quality, regulatory and process engineering teams.
Status
Validated POC
Inputs
  • Safety data sheets and technical data sheets
  • Supplier specifications
  • The field list your team needs extracted

Workflow

Today, and with the agent.

Current workflow

  1. Engineers read long documents to find a few values
  2. Data is re-keyed into spreadsheets
  3. Different people extract the same document differently

Assisted workflow

  1. Values are extracted with a link to the source text
  2. Reviewers check flagged values instead of whole documents
  3. Approved data lands in one structured format

Capabilities

What the agent does.

  • Reads documents in common formats
  • Extracts properties, hazards and handling data
  • Links each value to the passage it came from
  • Flags low-confidence values for review

What it does not do

  • Certify a material as safe or compliant
  • Replace review by a qualified person
  • Publish extracted data without approval

Architecture

How information moves.

Inputs are read with scoped access. The agent prepares the work. A person decides before anything is written back.

  1. Inputs

    Safety data sheets and technical data sheets

  2. Agent

    Reads documents in common formats

  3. Human decision

    Data approval

  4. Systems

    Document AI

Human oversight

Where a person decides.

These decision points are part of the design, not an optional setting.

  1. Data approval

    Quality or regulatory reviewer

    Extracted values are approved by a qualified person before use.

Security, evaluation and deployment

Security controls

  • Documents processed in the client's environment
  • No document content used to train shared models
  • Reviewer approvals recorded

Evaluation measures

  • Field-level accuracy against reviewer corrections
  • Time per document before and after
  • Share of values flagged for review

Deployment options

  • Client cloud account
  • Managed service

Technologies

Built with, and connects to.

Tested means used in the proof of concept. Designed for means the connection is designed but not yet tested with live data.

AI

  • Document AITested

Demo

See Chemical-Document Interpretation work.

ChemistXM POC walkthrough4:27

From the POC Library

FAQ

Common questions.

Which document types are supported?

The accelerator was tested on safety and technical data sheets. Other document types are assessed with a sample set during scoping.

Request an Agent Pilot

Pilot Chemical-Document Interpretation on your workflow.

Tell us about your systems and timeline. We will scope a pilot with agreed measures and the human decision points above.

For example your EHR, ERP, integration platform or Microsoft 365.

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Industry fit
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