Case study
A Legal Tech Company Turns Court Judgments Into Audio Summaries
How SquareShift built an application that summarizes Supreme Court judgments and converts the summary into audio, giving legal analysts the gist without a full PDF read-through.
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Client
A data science company that builds technology for legal professionals.
Industry
Legal Technology
Services
Stack
Python · AWS Lambda · Amazon EC2 · AWS API Gateway · Amazon S3 · Text-to-Speech Conversion · Flutter
How SquareShift delivered it.
The challenge
Supreme Court decisions arrived as dense PDFs, and legal analysts needed the gist fast, not a full read-through every time. The client also lacked in-house AI and AWS expertise to build and run that kind of system securely.
What we delivered: judgment summaries as audio on AWS
SquareShift built an AI document summarization application that summarizes each judgment in Python and turns the summary into a listenable audio file. Documents and audio are secured inside AWS Lambda, EC2, API Gateway, and S3, on a hardened, optimized AWS stack SquareShift built and secured from scratch.
The outcome
Legal analysts now get a judgment's gist as a short audio summary instead of reading the full PDF end to end, and can review a judgment while doing something else.
A summary that still has to be read defeats the point. Turning it into audio is what actually lets an analyst absorb a judgment while doing something else, not just faster.
AI & Machine Learning Practice Lead, SquareShift
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