Turn scattered legal case pages into structured research data

The system scrapes legal case pages from the web and uses AI to turn the raw HTML into clean, structured case data.

How the work actually flows

A straight line. Runs once per each linked case page.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(("user provides case URL")):::human s0[["scrape each case page"]]:::mi s1["AI extracts case details"]:::task s2[("save structured data")]:::store s3["send notification"]:::svc trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"structured case data saved"/]:::out pay{{"faster legal research workflow"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Research & Market IntelligenceGeneral Automation
Connects
Bright DataGoogle Gemini

The problem it solves

Legal case data is scattered across different court and legal websites in messy, inconsistent formats. Pulling out the details you need by hand, case by case, is slow and easy to get wrong.

Who it fits

A legal researcher, litigation support team, or law firm building a database of case information.

How it works

  1. You provide a legal case research URL
  2. The system scrapes the raw HTML of each linked case page
  3. AI reads the HTML and pulls out case details like court, jurisdiction, and summary
  4. The structured data is saved to a file and sent out as a notification
What you get

Case files you don't format by hand

Turn scattered legal case pages into a clean, structured research database.

What you get

A structured, saved file of extracted case details for every case page you provided.

What you need

A Bright Data account for web scraping and a Google Gemini API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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