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Use Case

Summarize documents and reports instantly with AI agents

Deploy agents that read long documents, extract key insights, and produce concise summaries tailored to your audience — from legal contracts to earnings reports.

The Problem

  • Executives and decision-makers don't have time to read 50-page reports, 200-page contracts, or multi-volume regulatory filings — but they need to make informed decisions based on what's in those documents. The gap between document length and available reading time leads to decisions made on incomplete information.
  • Key insights, risks, and action items buried deep in long documents get missed when readers skim or skip sections. A critical liability clause on page 47 of a contract or a material risk factor in an appendix can go unnoticed until it becomes an expensive problem.
  • Summarization quality varies dramatically across team members. A senior analyst produces a tight, insightful brief while a junior team member misses the key points or buries them in unnecessary detail. There's no consistent standard for what a 'good summary' looks like.
  • Manual summarization doesn't scale with document volume. When your team receives dozens of reports, contracts, or filings per week, each requiring careful reading and synthesis, the backlog grows faster than your team can process it.

How It Works

  1. 1Upload documents directly or connect to your document storage — Google Drive, SharePoint, Dropbox, S3, or any system with API access. The agent handles PDFs, Word documents, spreadsheets, presentations, and scanned documents with OCR support.
  2. 2Define your summary format and requirements: executive brief with key metrics, structured bullet points organized by topic, Q&A format for specific questions, or custom templates tailored to your stakeholders. Different audiences can get different summary formats from the same source document.
  3. 3The agent reads the full document end-to-end, building a comprehensive understanding of the content, structure, and relationships between sections. It identifies key themes, data points, risks, action items, and conclusions — distinguishing between primary findings and supporting detail.
  4. 4Summaries are delivered with inline citations that link every claim back to the specific section, page, and paragraph in the source document. Stakeholders can verify any point with a single click, maintaining trust and enabling deeper investigation when needed.

Results

  • 100-page documents are summarized in under a minute with the key information extracted and organized for quick consumption. Decision-makers get the essential context in a 1-2 page brief instead of spending hours reading the full document.
  • Consistent summary quality regardless of document type, complexity, or volume. Whether it's a legal contract, financial report, technical specification, or regulatory filing, the agent applies the same thorough, structured approach to every document.
  • Key risks, anomalies, and action items are automatically highlighted and surfaced at the top of every summary. The agent doesn't just compress text — it identifies what matters most and ensures decision-makers see it first.
  • Full traceability from every summary point back to the source text builds trust and enables verification. When a board member questions a number in the executive brief, the supporting detail is one click away in the original document.

Example Agent Prompt

Read this 80-page quarterly earnings report and produce a 1-page executive summary highlighting revenue, growth metrics, risks, and forward guidance.

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