Edward Newgen

Background

About Edward Newgen

I lead cross‑functional programs and operating models that make complex, subscription‑based products and services supportable, scalable, and financially predictable—especially where AI, analytics, entitlement, and enterprise systems intersect.I’m often brought in when success depends on aligning multiple teams, multiple systems, and unclear ownership into a governed, repeatable way of working that improves execution predictability and reduces operational risk. My work focuses on stabilizing and scaling subscription‑based offerings by aligning services, systems, analytics, and governance.I have operated in highly regulated environments, including work involving protected personal data, subscription entitlements, and product regulatory requirements, in close coordination with legal and compliance teams.Core areas of focus:• Support strategy & operating model design — building clear product and service delivery models, governance, and execution paths that scale with the business.• AI‑enabled operational analytics — improving AI‑driven transcript and issue‑path analysis, reducing noise to under 1%, and advancing from symptom detection to root‑cause analysis.• Complex systems & financial integration — resolving entitlement, product hierarchy, and data‑flow gaps (including MS4 and Power BI), and building cost and forecast models grounded in real‑world usage patterns.Core strengths:Cross‑Functional Program Leadership (Senior IC) • Support Strategy & Operating Models • AI‑Enabled Operations & Analytics • Financial & Cost Modeling • Enterprise Systems Integration • Entitlement & Data Governance • Executive Communication • Global Operations