Transcript Search Portal

The Challenge

Litigation paralegals were scrubbing hundreds of pages of deposition transcripts the night before trial, looking for the one quote that mattered.

Keyword search inside a PDF reader missed paraphrases and context, and there was no way to share what was found.

Our Solution

We built an AI-powered search portal that understands meaning, not just keywords, and lets attorneys jump straight to the page and line they need.

Findings can be tagged and bundled per case so the trial team builds a shared knowledge base instead of rediscovering it.

What We Built

• Semantic AI search across hundreds of pages of transcripts.
• Direct page-and-line linking back to the source document.
• Per-case organization with tagging and notes.
• Secure portal access for firm attorneys and paralegals.

The Approach — What We Weighed

The real choice wasn't building search — it was what "search" should mean over confidential deposition transcripts the night before trial, and where those files were allowed to sit.

Options on the table

• Improve keyword search inside a PDF reader — cheap, but it keeps missing paraphrases and context, which is why paralegals were still scrubbing pages by hand.
• Push transcripts into a managed enterprise-search SaaS — powerful, but it means handing privileged case material to a general vendor index.
• Build semantic search that understands meaning, anchors every hit to page and line, and keeps each firm's documents isolated in a secure portal.

What we proposed

We proposed the custom semantic build. Meaning-based retrieval surfaces the strongest passage rather than the first literal match, and page-and-line linking keeps every finding traceable back to the record for use in court. Keeping data per-firm rather than in a shared index protected privilege while letting the trial team tag and bundle findings into shared, reusable case memory instead of rediscovering it each time.

Results & Value Delivered

Hours, not days

Trial prep dropped from a long weekend to an afternoon.

Better quotes in court

Attorneys find the strongest passages, not just the first match.

Shared firm memory

Findings persist across cases instead of dying on a paralegal's laptop.

Capabilities Used