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Due diligence

As explained in The Complete Obsolete Guide to Generative AI

Due diligence is the investigation and verification of relevant information before making a financial or business decision.

Due diligence means investigating and verifying relevant information before making a financial or business decision. For investments, that can mean digesting a Form 10-K and related documents rather than trusting a shiny summary. section 7.1

A practical AI-assisted workflow can:

  • Convert a long SEC filing into a searchable PDF, then ask focused questions about important items, risks, and financial ratios. section 7.1
  • Check extracted figures against the original filing and interpret ratios alongside other financial metrics; AI is a research assistant, not a crystal ball. section 7.1

Tesla Form 10-K

A 2021 Tesla filing was converted from SEC HTML to Markdown and PDF, uploaded to ChatPDF, and queried for balance-sheet items, resource-allocation risks, and current and debt-to-equity ratios. The workflow surfaced liquidity, fixed-asset investment, supply-chain and regulatory risks, and ratio explanations. section 7.1

From the 10-K document, identify and explain the significance of the most important items to a potential investor. Add tables, summary, and analysis where necessary.

Use the document-analysis prompt to request important items, explanations, tables, summaries, and analysis from a long filing. section 7.1

How The Complete Obsolete Guide to Generative AI covers it

How deep it goes
Demonstrates document conversion, focused questioning, ratio interpretation, and risk review, but stops short of independent investment judgment.
Examples
Uses Tesla’s 2021 Form 10-K, balance-sheet tables, liquidity figures, risk questions, and current and debt-to-equity ratios.
What it assumes
Assumes familiarity with investment decisions and company filings while explaining selected balance-sheet items and ratios.
What you can do after
Apply it via ChatPDF to interrogate lengthy filings and organize candidate-investment evidence for further verification.
How it connects
Connects investment research with Form 10-K analysis, financial ratios, liquidity, resource allocation, and business risk.

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Related concepts

This explainer was generated by Manning's knowledge graph from the text of The Complete Obsolete Guide to Generative AI. The section links point to the parts of the book it draws on.