Summary
Industry
Healthcare
Use Case
Regulated-Knowledge RAG Product
Platform
Knowledge Base & Retrieval Platform
Technology Stack
RAG / Knowledge-Engine Architecture
Client
RinseAI
About the client
Dental administration staff carry personal responsibility for compliance with ADA infection- control standards, standards that are dense, change over time, and sit outside most administrators’ formal training. The brief called for a full commercial product, not a pilot, a real launch clinics could use immediately rather than a proof of concept.
The challenge
The knowledge gap was structural, and the brief was unambiguous.
Administrators carry personal responsibility for standards most weren’t trained on
Infection-control standards are dense and change over time
The knowledge gap was structural, not something more training alone would fix
The brief required a real commercial launch, not a proof of concept
The product had to be grounded specifically in the ADA standards corpus
What we did
humaniseAI’s Studio team owned the product end to end, not just the build.
Built the product end to end on humaniseAI’s own knowledge and retrieval platform
Grounded the system in the ADA standards corpus using a RAG-based knowledge engine
Owned the full lifecycle: concept, architecture, build, testing, and production release
Supported go-to-market acceleration alongside the launch, not just the build
Continued product development against real clinic usage after launch
Results
Live in Market: Operating in clinics today as a revenue-generating product
Channel Partnership: In development with a major practice-management platform
Regulated Domain, Proven: Took a compliance-sensitive product to real production use
Grounded, Not Generic: Built specifically on the ADA standards clinics are audited against
Continuously Improved: Kept evolving against real clinic usage after launch
Takeaway
humaniseAI’s Studio team proved it could take a regulated-domain AI product from a standing start to commercial production, not just a demo.