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AI/ML

AI-Powered Customer Support Assistant

Retrieval-augmented assistant that answers customer questions using your docs and policies.

SaaS Client (NDA)·8 weeks
PythonOpenAI APIVector DBRedis

Challenge

Support volume grew faster than the team could hire.

Solution

We built a grounded assistant with human handoff, analytics, and feedback loops.

Features

  • Document ingestion and embeddings
  • Guardrails and escalation
  • Admin review dashboard

Results

72%

First-contact resolution

-40%

Avg. response time