Agentic Experience Design: Building an AI Agent Inside a Live Healthcare Dashboard
The Problem
Innohlth, a clinical operations platform (RRT, Code Blue, ICU transfers, patient & staff management), relied on manual dashboards, filters, and workflows. No agent. No automation. Just static screens.
The Fix
1 ) I audited every read & write operation to identify where an agentic experience could replace manual work, then designed and built the agent:
2) Mapped workflows and defined what the agent should know, do, and how it should respond
3) Cloned the existing repo, created an isolated branch, and kept production untouched
4) Used Claude Code to build, test, and refine the agent and its generative UI against the real codebase
Verified everything in a safe environment before shipping
The Result
"Ask RRT" is a fully agentic copilot embedded into the dashboard:
Understands intent through natural language not just keywords
Generates charts and visual summaries live with Generative UI
Returns structured responses with summaries, key findings, and attention areas
Integrates seamlessly without disrupting the existing platform
If you have an existing product and want a real AI agent with Generative UI, not just a chatbot designed and shipped safely into your live system, let's connect..
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Posted Jun 26, 2026
Agentic Experience Design: Building an AI Agent Inside a Live Healthcare Dashboard
The Problem
Innohlth, a clinical operations platform (RRT, Code Blue, ICU ...