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 Tools & Skills Agentic Experience Design · Agent Design · Generative UI · Claude Code · AI Workflow Automation · Healthcare SaaS · Git · CopilotKit · TypeScript · FigJam · Stitch Need an Agentic Experience for Your 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..

Afnan Rauf

Product & UX Designer | Specializing in Fintech, SaaS