Case Study: Leading Gig Marketplace achieves unified AI monitoring and safer LLM performance with Fiddler AI

Leading Gig Marketplace Monitors ML and LLM Applications Across Regions with Fiddler’s Unified AI Observability Platform

Leading Gig Marketplace turned to Fiddler to help monitor and scale its AI applications across a complex gig marketplace serving both professionals and consumers. The company was using an LLM chatbot for customer support along with predictive ML models for search ranking and customer lifetime value, but faced manual, time-consuming monitoring, model accuracy challenges, and concerns about PII leakage and AI safety.

By implementing Fiddler’s unified AI Observability platform for LLMOps and MLOps, Leading Gig Marketplace centralized monitoring across regions, improved model visibility, and gained customized metrics to align AI performance with business goals. Fiddler helped the company optimize LLM and ML models, speed up issue investigation, reduce hallucinations and safety risks, detect PII leakage, and improve confidence, customer service, and operational efficiency.