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AI / ML

AI Support Assistant

SaaS company

AI Support Assistant

A fine-tuned LLM assistant embedded into an existing support workflow, cutting response time.

Support agents were drowning in repetitive questions. We embedded a retrieval-augmented assistant directly into their existing workflow — no new tool to learn.

Grounded, not guessing

Answers are grounded in the company's own docs via RAG, with a confidence threshold that hands off to a human when the model is unsure. Response times dropped without sacrificing trust.