P O R T F O L I O
Executive Decision Systems in Practice
Every project in this portfolio began with a business problem - not a dashboard.
Across retail, technology, manufacturing, media, marketing, and real estate, I've designed decision frameworks that help leaders simplify complexity, evaluate opportunities, and make better business decisions.
These examples illustrate how analytics, automation, KPI architecture, predictive modeling, and AI become valuable only when they improve the quality of executive decision-making.
Across these projects, I focus on:
Executive decision frameworks
ROI and investment intelligence
KPI architecture and automation
Predictive analytics
Cross Functional Alignment
Executive storytelling
Technology changes.
The discipline of helping leaders make confident decisions doesn't.
Each project below addresses a different stage of executive decision-making—from evaluating investments and identifying growth opportunities to managing execution and measuring organizational performance.
1 - Executive ROI Decision Framework
Enabling enterprise retail leaders to confidently invest in next-generation loss-prevention technology.
ROI MODELING • DECISION INTELLIGENCE • SALES ENABLEMENT • FINANCIAL MODELING
Overview
Executive ROI decision framework designed to quantify the financial value of next-generation retail technology and support enterprise purchasing decisions.
What I Delivered
Interactive ROI decision framework
Executive-ready investment summaries
Multi-year financial scenario modeling
Labor, shrink, inventory, and revenue impact analysis
Business Impact
Supported multiple national retail product launches, expanded internationally through multi-currency capability, and contributed to more than $100 million in new product revenue across successive premium product introductions.
2 – Market Intelligence for Revenue Growth
MARKET INTELLIGENCE • SEGMENTATION • SALES STRATEGY • EXECUTIVE INSIGHTS
Overview
Executive market intelligence framework that combined syndicated advertising research with internal revenue data to identify the highest-value market opportunities across thousands of B2B advertisers.
What I Delivered
Competitive market intelligence framework
Executive bubble-chart visualizations
Revenue opportunity segmentation
Sales prioritization model
Business Impact
Adopted by executive leadership as a cornerstone of the 2011 and 2012 sales strategy, contributing to a 6-point increase in market share across three strategic segments.
3 – Global Product Launch Performance Management
GLOBAL OPERATIONS • PRODUCT STRATEGY • EXECUTIVE GOVERNANCE • PERFORMANCE MANAGEMENT
Overview
Executive performance management framework designed to monitor strategic product launches, regional commitments, and business performance across a global product portfolio.
What I Delivered
Executive launch performance framework
Global product scorecards and KPI tracking
Multi-source operational reporting
Portfolio visibility across regions and product lines
Business Impact
Became the executive reporting standard for global product launches, improving accountability, forecast visibility, and cross-functional decision-making across more than 30 countries.
4 - Software Business Performance Management
SOFTWARE ANALYTICS • KPI ARCHITECTURE • EXECUTIVE REPORTING • DATA INTEGRATION
Overview
Executive performance management framework integrating product adoption, customer growth, subscription revenue, and operational performance into a single decision system.
What I Delivered
Multi-source software performance framework
Executive KPI architecture and reporting
Global customer and revenue visibility
Automated data integration across enterprise systems
Business Impact
Provided executive leadership with a single source of truth for software growth, customer adoption, recurring revenue, and operational performance, enabling faster, more informed business decisions.