Decision Layer Analytics
Advanced Analytics. AI/ML Engineering. Cloud Architecture.
Building the critical layer between raw data and confident business decisions— with results you can defend.
Building the Decision Layer
From Data Chaos to Confident Action
Every engagement addresses a gap between raw data and decisions leadership can trust.
Causal Analytics
The Problem
"We spent $2M on this initiative but can't prove it worked. Leadership wants evidence, not opinions."
The Solution
Statistical validation that separates correlation from causation. Defensible ROI with confidence intervals.
The Proof
$706K annual revenue validated with 6:1 ROI (p < 0.05)
GenAI Readiness & Enablement
The Problem
"Leadership wants us to 'use AI' but our data is messy and our team doesn't know where to start."
The Solution
Data audit, governance, and team enablement that makes your organization AI-ready—infrastructure to adoption.
The Proof
92% documentation coverage, 150+ dashboards audited, hands-on team training
Predictive ML
The Problem
"We're targeting everyone the same way. Sales wastes time on accounts that won't convert."
The Solution
ML models that predict which customers to prioritize and which approaches actually work.
The Proof
53% conversion improvement, 89% model accuracy
Cloud Architecture
The Problem
"We have great analysis but no way to deploy it. Everything is manual, slow, or stuck in spreadsheets."
The Solution
Production-ready serverless systems on AWS—from concept to deployed application with real users.
The Proof
Full-stack consulting platform with AI chatbot, CI/CD pipeline, custom domain
BI & Dashboards
The Problem
"Everyone has different numbers. Reports take days. Executives don't trust what they're seeing."
The Solution
Single source of truth with standardized KPIs, automated pipelines, and self-service access.
The Proof
22,000+ annual views—highest-utilized tool in WWPS
Data Quality & Pipelines
The Problem
"Data keeps breaking. We ship changes and dashboards go down. Nobody knows what depends on what."
The Solution
Automated quality checks, lineage tracking, and CI/CD guardrails that catch issues before production.
The Proof
85% reduction in data issues, 45+ regressions prevented
Engagement Approach
Structured Methodology from Discovery to Optimization
First three phases
Organizations Partnered With
Trusted by Industry Leaders
Amazon
T-Mobile
Charter
Nat Geo
VA DMAS
Feeding America
ADA
Case Studies
Proven Outcomes with Measurable Impact
Client Feedback
What partners say about working together
“Scott's statistical analysis of our customer engagement program revealed insights we never could have found otherwise. The 6:1 ROI validation gave us the confidence to expand the program significantly.”
“The dashboard Scott built became the single most-used tool in our organization. What used to take days now takes seconds, and the insights have fundamentally changed how we make decisions.”
“Working with Scott transformed our approach to ML implementation. His ability to translate complex models into business value is exceptional—we saw a 53% improvement in conversion rates.”
Ready to build your Decision Layer?
Let's scope a roadmap that turns your data into decisions leadership can trust.