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●Our Work
Problems we've enjoyed solving.
Case studies from real engagements: what the problem was, how we approached it, and what we built.
Legal TechLLM Engineering + Agent Engineering
Legal Document Review Intelligence
70% reduction in manual review time. 94% clause extraction accuracy.
A legal tech firm needed to review thousands of contracts for specific clauses and risk flags. Manual review was costing 3 weeks per deal cycle.
Claude APIpgvectorFastAPIPythonLangSmith
Read Case Study →SaaS / ProductivityLLM Reliability & Evaluation
LLM Eval Harness for a SaaS Copilot
Caught 3 quality regressions in month one. 22% quality improvement over 8 weeks.
A SaaS team had shipped an AI writing assistant. Quality was inconsistent across user segments, but they had no systematic way to measure it.
OpenAI APIWeights & BiasesPythonPytestGitHub Actions
Read Case Study →FintechAgent Engineering + Infrastructure
Multi-Agent Research Pipeline
Automated 80% of analyst research workflow. 3x faster report generation.
A fintech company needed to automate complex research workflows requiring data from multiple sources, synthesis, and structured reports.
GPT-4LangChainQdrantFastAPIDocker
Read Case Study →