Context: Two enterprise platforms lacked real-time behavioral insight, so decisions were reactive and product prioritization was limited.
What I did: Defined feature-level adoption metrics and executive dashboards, and built continuous data pipelines for decision-making insights.
Impact: NPS improved from 6 to 8; real-time product insights replaced reactive strategy.
What I learned: behavioral data only changes decisions once it reaches the people making them in a format they can act on — dashboards mattered as much as the pipeline behind them.
Context: The Market Intelligence division needed a unified reporting platform; manual, fragmented reporting limited visibility and compliance was inconsistent across divisions.
What I did: Defined governance, audit, and compliance pipelines, and coordinated stakeholders across Product, Sales, Data Science, and Compliance.
Impact: Reporting automated from weeks to real time; predictive risk scoring contributed to a 10%+ improvement in retention.
What I learned: governance and speed aren't opposites in a regulated enterprise — they just need to be designed together from the start.
Context: A provider portal and patient-facing platform served 2,000+ physicians and millions of patients, with low engagement, fragmented workflows, and critical compliance requirements.
What I did: Designed digital workflows, improved portal usability, and aligned IT, clinical, administrative, and compliance teams.
Impact: Patient engagement improved 40%; HIPAA compliance maintained throughout.
What I learned: in healthcare, usability and compliance have to be solved together — treating either as secondary slows both down.
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