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Data, documents, research, legal and finance categories

Analytics, OCR, data extraction, contracts, compliance, finance, trading, insurance and research categories, with cautions for sensitive work.

These categories deal with information that is often sensitive and sometimes regulated: financial records, contracts, personal documents. They're also where mistakes cost the most, so this guide includes what to be careful about.

Data and analytics

Tip: when AI summarizes or analyzes numbers, spot-check against the raw data. A chart can look convincing and be built on a misread column.

Documents

  • Document Analysis: chat with PDFs and extract information.
  • OCR: reads text from images, scans and handwriting. Accuracy drops on poor scans and unusual handwriting, so proofread anything important.
  • Knowledge Base: company wikis and internal search.
  • Note Taking: notes and personal knowledge management.
  • Text Summarization: short versions of long material.

Legal and compliance

  • Legal: legal research, document analysis and case management.
  • Contract Analysis: reviewing, drafting and summarizing contracts.
  • Compliance: regulatory compliance, audits and risk management.
  • Insurance: underwriting, claims and insurance workflows.
  • Fraud Detection: detecting fraud, abuse and suspicious activity.
  • Cybersecurity: security operations.

An AI tool is not a lawyer. It can help you read a contract faster and highlight clauses to ask about. It can also miss issues or invent case law. For anything binding, have a qualified person check it. Also confirm that confidential documents are handled in line with your obligations to clients.

Money

  • Accounting: bookkeeping, invoicing and expense management.
  • Finance: financial analysis and personal finance.
  • Trading: stock, crypto and investment analysis.

Be extra careful with trading tools. No tool can reliably predict markets, and claims of guaranteed returns are a warning sign. Nothing on this site is financial advice. For money matters that affect you, speak to a qualified adviser.

Research

Before uploading sensitive documents

  1. Read the tool's data handling policy. See Using AI tools safely.
  2. Remove names and account numbers when you can.
  3. Check whether a business plan offers stronger privacy than the consumer one.
  4. Keep the original, and check the output against it.

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