Ayin Health Solutions
Case studies
AI Accelerator products, demo plan brands, synthetic data, and enterprise healthcare UX— from agentic claims and Iris to CIM, wiki, and earlier workflow redesigns.
AI Claims Adjudication
Operational UI for agent-first claims adjudication—pipeline monitoring, review queues, knowledge-grounded decisions, and human-in-the-loop override.
Read case study →Ayin Iris
Inquiry & case platform for claims ops—ticket workflows, role-based PHI scope, multi-carrier workspaces; prototype graduating to Lambda + CIM | id.
Read case study →Ayin Wiki
LLM-curated org knowledge base: raw uploads to structured pages, two-stage PII/PHI gate, MCP for agents, design system packaged for LLM consumption.
Read case study →CIM UX laboratory
Self-built recreation of CIM (LLM-assisted) to test UX paradigms, A/B variants, and redesigned claim/member/referral workflows on synthetic data—handoff to eng when a pattern proves usable.
Read case study →Demo plan brands
Pacific Crest, Camas CCO, and Timberline Dental—three fictional plan websites that share one purpose: marketing + portals on synthetic data from the Data Generator and plan docs in Ayin Wiki.
Read case study →Earlier platform work
Improving pre-authorization & referral submission
Research sessions, design sprint, and external partners co-designing pre-authorization and referral workflows.
Read case study →Enabling care management at Ayin
Designing for strategic investment to enable care management with internal and external subject matter experts.
Read case study →Universal survey & assessment tool
Configurable survey engine for care management and multi-purpose assessments—blocks, conditions, and actions that turn answers into care-plan and task work.
Read case study →Universal configuration interface
One admin shell for care plans, assessments, goals, and programs—tenant-aware configuration without a maze of one-off settings screens.
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