Why Your S&OP Dashboards Are Lying to You
Most S&OP dashboards measure what happened. The ones that matter measure what's about to happen. Here's how to build the latter.
Operational Analytics & IBP
I help organizations transform raw data into automated dashboards and decision frameworks that drive S&OP and Integrated Business Planning outcomes.
About
I believe the best analytics don't just measure performance — they change how organizations think. With a background spanning data engineering, business intelligence, and customer-facing leadership, I specialize in building the automated data infrastructure that powers S&OP and Integrated Business Planning.
My approach is simple: a number that moves in a direction tells you more than fourteen numbers that require a PhD to interpret. Automation doesn't scale output — it scales thinking. When your data pipeline runs itself, your team can finally focus on anticipating problems instead of reacting to them.
From Snowflake data warehouses to real-time dashboards, I've built the systems that give leadership the clarity to plan boldly and execute precisely.
End-to-end warehouse design from ingestion to consumption layers
Self-refreshing analytics that surface the metrics that matter
Bridging the gap between operational data and strategic planning
Expertise
Experience
Operational Results Inc (IBP Associates) · Lehi, Utah
Operational Results Inc · Lehi, Utah
Kaplan Professional · Remote
Womply · Lehi, Utah
Sparta Performance Science · Menlo Park, California
Education
B.S. Applied Statistics & Analytics
Dean's List 2009 · All-Academic Athlete
Insights
Most S&OP dashboards measure what happened. The ones that matter measure what's about to happen. Here's how to build the latter.
The real ROI of automating your data pipeline isn't speed. It's what your team does with the time they get back.
You don't need fourteen KPIs. You need three that move in a direction. Here's how to find them.
Contact
Whether you're looking to transform your S&OP process, build automated dashboards, or just want to talk data strategy — I'd love to hear from you.