AgentWorks
Data

Data Extraction

The Data Extraction agent helps data teams with pulls structured fields from PDFs and exports. It runs with EU AI Act–ready guardrails: your integrations stay connected, sensitive actions pause for human approval, and every output stays traceable for audit.

Contact us about this agent Private testing — we set up tokens after onboarding

Capabilities

  • Pulls structured fields from PDFs and exports
  • Handles tables, invoices, and forms
  • Validates formats and flags low-confidence cells
  • Outputs CSV or API-ready JSON

How it works

  1. Connect sources

    Wire warehouses, files, or APIs with schema-aware permissions.

  2. Analyze and narrate

    The Data Extraction agent computes trends, extracts fields, or writes stakeholder copy.

  3. Deliver artifacts

    Exports land in Slack, email, or your lakehouse with lineage notes.

Required integrations & tools

Connects to: S3 / Drive, Snowflake / BigQuery, Webhooks.

Token estimate

Typical cost: ~10–22 tokens per run

SS-19

Data Extraction running in the AgentWorks platform

1440 × 900px
SS-19: Data Extraction running in the AgentWorks platform, target dimensions 1440 by 900 pixels
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