Challenge: Manual documentation consumed valuable time and diverted clinician focus from patient care.

Solution: Designed a context-aware ambient intelligence assistant that quietly drafts structured notes in real time, validated through rapid, iterative prototyping.

Impact: Reduced documentation time, maintained accuracy, and allowed clinicians to spend more time with patients.

Challenge: Critical decisions were slowed by insights buried in complex analytics tools.

Solution: Applied conversational AI to enable natural language queries, surfacing targeted, evidence-based recommendations directly within workflows.

Impact: Improved decision-making speed, increased confidence, and kept users focused on high-priority work.

Challenge: High-stakes medication decisions required parsing large volumes of complex information under time pressure.

Solution: Designed an AI-driven workflow to summarize and prioritize relevant medication details, enabling faster, more informed decisions.

Impact: Reduced cognitive load, lowered risk of error, and improved clinician confidence.

Challenge: Coordinating across teams and disciplines in healthcare was inefficient and often lacked structure.

Solution: Created an AI-assisted tool that suggests task lists, plans, and summaries to align teams in real time.

Impact: Improved team alignment, sped up coordination, and supported better patient outcomes.

Challenge: Population health planning was reactive, with risks and trends often identified too late.

Solution: Integrated predictive analytics to anticipate risks, analyze patterns, and surface actionable foresight for earlier interventions.

Impact: Enabled proactive planning, smarter resource allocation, and earlier patient engagement.

Challenge: Revenue cycle workflows were time-consuming, error-prone, and costly.

Solution: Designed AI-assisted features for automated verifications, denial pattern analysis, and coding assistance, with a focus on transparency and trust.

Impact: Reduced processing time, improved accuracy, and lowered administrative burden.