AI case study

WordsmithAI performance monitoring

Standard logs failed to trace 100-step workflows. Engineers now isolate bugs in seconds and validate new models in under a day.

Published|1 year ago

The story

Context

An AI platform for in-house legal teams automates document review and contract generation through complex workflows involving up to 100 nested inferences per task.

Challenge

Standard cloud logs proved insufficient for debugging these deep inference chains, forcing engineers to spend minutes manually tracing errors. The...

Solution
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Scope & timeline

  • Model performance comparison in 1 hour
  • New model released to production in 1 day

The company

Wordsmith logo

Wordsmith

wordsmith.ai

AI-powered legal assistant for contract review, drafting, and policy automation.

IndustryProfessional Services
LocationLondon, England, United Kingdom
Employees11-50
Founded2023

The AI provider

Framework and developer platform for building LLM-powered applications.

IndustrySoftware & Platforms
LocationSan Francisco, CA, USA
Employees11-50
Founded2022

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