Case study · Legal Technology
Legal Document Analysis Platform
End-to-end AI platform for legal document analysis and summarization — turning hours of manual review into minutes for firms across three jurisdictions.
Generative AIRAGCustom Software
70%
Reduction in review time
10×
More documents processed daily
98%
Citation accuracy
Challenge
Legal teams were drowning in document review. Each new matter meant hundreds of pages of contracts, depositions, and case law to read manually. The process was slow, expensive, and error prone.
Approach
- Custom RAG pipeline over the firm's private document corpus, with citation-grounded answers.
- Fine-tuned summarization model trained on legal-domain examples.
- Lawyer-in-the-loop UX with verifiable citations and hover-to-source navigation.
- SOC 2-aligned cloud deployment with full audit trail.
Outcome
Delivered to firms across three jurisdictions in under 5 months. Customer reviews regularly cite citation accuracy and summary speed as the difference vs. competing tools.
"SparkFire built something we'd been failing to commission for two years. It just works."
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