Delivered outcome · production evidence
Clinical documentation automation reduced note burden and strengthened audit readiness
Generic EHR workflows forced behavioral health clinicians into high-friction documentation, duplicated notes, compliance gaps, and admin fatigue.
What Zenveus built
The work behind the result.
AI clinical documentation platform with meeting/audio/transcript capture, eight note categories, behavioral-health knowledge base, HIPAA compliance, and EMR integrations.
Clinical capture workflow
Built meeting, audio, and transcript capture designed around behavioral-health documentation rather than generic meeting summaries.
Specialist note intelligence
Implemented eight note categories, a custom behavioral-health knowledge base, vector search, and Bedrock and Anthropic generation workflows.
Healthcare-ready operations
Connected EMR handoff, PostgreSQL and pgvector storage, FastAPI services, and AWS controls around HIPAA-sensitive documentation.
Engineering takeaway
Healthcare AI is strongest when it reflects the specific clinical workflow instead of generic summarization.
Explore a similar path
The services behind this outcome.
Start with the part of the system that matches your constraint. We will scope the smallest engagement that creates usable production evidence.
Agentic AI & Workflows
Design grounded agents, retrieval systems, guardrails, and production AI workflows.
Explore service Service / 02Web & Full-Stack Engineering
Deliver the product surface, APIs, admin systems, integrations, and data workflows as one system.
Explore service Service / 03AWS DevOps
Engineer cloud infrastructure, security controls, deployment automation, monitoring, and cost discipline.
Explore serviceBring us the constraint
Build the evidence your product needs next.
We can audit, harden, take over, or build the system — with a defined outcome and a production handoff.