AI case study

WordsmithApplication monitoring

Debugging 100-step AI workflows meant manually sifting logs. Now, engineers trace inferences to isolate errors and rapidly deploy models.

Published

The story

Context

An AI platform for in-house legal teams that automates document review, email drafting, and contract generation through complex workflows containing up to 100 nested inferences.

Challenge

As the platform evolved to support complex multistage inferences across multiple data sources, engineers struggled to trace and debug errant...

Solution
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Scope & timeline

  • New model evaluation completed within 1 hour

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 vendor

Framework and developer platform for building LLM-powered applications.

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

Use case

Wordsmith's Application monitoring is part of this use case:

AI Infrastructure
150 case studies(+60% YoY)
Proven impact?
Average
2.7Below average
2.7Below averagewithin Product Engineering

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