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Ken Deng
Ken Deng

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Visualizing the Case: AI Tools for Creating Clear Maps, Relationship Charts, and Evidence Boards

As a solo PI, you’re drowning in notes, public records, and disparate data points. The real challenge isn't finding information—it’s connecting it into a coherent, visual narrative for your client or the court.

The Core Principle: From Notes to Narrative
The key is to stop treating data as static notes and start treating it as dynamic nodes in a visual system. Your goal is to use AI to automatically identify entities (people, locations, events) and their relationships, then plot them onto interactive visual canvases. This transforms raw data into an understandable story at a glance.

One powerful method is Building a Dynamic Relationship Chart. This isn't a manual drag-and-drop diagram. It’s a living chart that updates as you feed new information. The process begins by using an AI agent to triage your public records and interview notes. It extracts every person, organization, and their interconnections (e.g., "John Doe is the brother of Jane Smith, co-owns ABC LLC with Robert Jones").

Putting It Into Practice
Consider a financial case. You upload a batch of corporate filings and witness statements. Your AI tool, like Kumu.io for its relationship mapping capabilities, automatically parses the text, identifies key players and companies, and proposes a network chart showing hidden ownership links you might have missed manually.

Implementation Steps

  1. Process & Extract: Feed your consolidated notes and documents into an LLM (like Claude or GPT-4) with instructions to list all entities and their explicit relationships in a structured format (e.g., JSON).
  2. Visualize Dynamically: Import that structured data into a visualization platform (Kumu, yEd, or even Miro with AI plugins) to generate an initial, interactive relationship chart.
  3. Iterate & Corroborate: Use this visual map as your investigation dashboard. As new evidence emerges, repeat step one and watch the chart evolve, highlighting new clusters or potential gaps in your timeline.

This AI-assisted visual approach turns your case from a pile of documents into a clear, actionable map. You save critical time on synthesis, uncover connections faster, and present findings with undeniable clarity. Start by automating the extraction of relationships from your next set of notes—the visual story will follow.

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