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AlchemyRecovery AI

Conversational AI for recovery workflows with clinical guardrails.

HealthTech / AI Assistant / Recovery

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AlchemyRecovery AI case study
Recovery
Domain
KB-constrained
Safety

Overview

AI-powered recovery assistant, conversational AI guiding users through recovery workflows with habit tracking and protocol adherence.

The Challenge

Recovery is a sensitive domain where generic LLM outputs are not acceptable, responses must stay clinically appropriate.

What We Built

Conversational AI with domain-specific knowledge grounding, structuring the knowledge base to prevent hallucinated advice.

Key Decision

Implemented guardrails constraining the response surface to the verified knowledge base only.

The Result

Production AI assistant in a health-adjacent domain with controlled, safe response boundaries.

Tech Stack

  • LLM integration
  • Conversational AI
  • Health knowledge base
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