PSAT Framework
A standardized user satisfaction metric, developed and implemented across two major entertainment organizations to inform product decisions.
A selected slice of 100+ projects across enterprise SaaS, fintech, entertainment, automotive, and construction. Each case distinguishes the artifact, decision evidence, and type of result shown.
Standardizing user sentiment across enterprise portfolios.
Developed and adopted across two major entertainment organizations to align Product, Engineering, UX, and executive leadership around continuous, measurable user feedback. The operating layer behind the product work below.
Explore the FrameworkClear roles for Product, UX, Engineering, Analytics, and CS, from survey goals to Pendo setup to user follow-up.
Short in-product surveys paired with user follow-up conversations, so scores come with the reasons behind them.
Turns subjective design debates into data-backed roadmap decisions leaders can act on.

Framed a $30B+ infrastructure-level opportunity in influencer payments and rights, defining the vision for a Unified Talent & Rights platform spanning human, hybrid, and synthetic talent.





Idea to working prototype in 5 hours, template-driven setup, guided flows, approval tracking, and live readiness reporting.

Streamlined a cluttered offer management interface for hiring managers across hundreds of crew offers and multiple entertainment projects.


Mapped 53 pain points across 3 onboarding tracks and framed a client-facing portal that collapses email chains into SLA-governed workflows.

Achieved 5.0/5.0 satisfaction scores in usability testing for ease of use and task completion in a unified mobile self-service experience for union and non-union crews.

Led two workstreams in a multi-team redesign of a portal serving $10B+ in managed assets. Lifted user sentiment by 30%, and the results led U.S. Bank to commission a follow-on program for its hedge fund services line.
Frameworks, prototypes, and shipped products from across the portfolio, PSAT, LINX, Dexter & Chaney ERP, Dashboard Discovery, Experian Hitwise, and Honda Powersports.
A standardized user satisfaction metric, developed and implemented across two major entertainment organizations to inform product decisions.
Complete redesign of Extreme Reach's primary timecard approval and reporting engine, modernizing complex payroll workflows and user access.
Two rounds of research drove a clearer navigation paradigm and a validated prototype for Spectrum's Job Cost module.
Validated a unified dashboard concept with 7 major studios, securing 100% stakeholder buy-in for platform investment and shaping the EP product roadmap.
Complete enterprise analytics platform reimagining, from research and personas through IA, wireframes, and interactive prototypes.
End-to-end UX transformation of Honda's powersports shopping experience, competitive analysis, IA, and validated mobile-first prototypes.