Clarity from Chaos
Analytics systems that make decisions easier, faster, and defensible.
With 10+ years of building analytics systems, I design client-owned solutions that save hours of work and grow confidence.
How engagements typically start
Most teams don’t need a full rebuild on day one. What’s needed is clarity and agreement on what’s broken, what’s missing, and what actually matters.
Option 1: GA4 & Measurement Audit
When numbers don’t line up or trust is eroding.
A focused audit of Google Analytics (GA4) and measurement foundations to identify:
Broken or missing events
Inconsistent UTMs and channel attribution
Misaligned conversions and KPIs
Gaps between GA4, ad platforms, and dashboards
Outcome: Clear recommendations, prioritized fixes, and a shared understanding of what the numbers actually mean.
Option 2: Reporting Rescue
When reporting exists, but clarity doesn’t.
Rebuild or simplify existing reports so leadership and clients can:
See the right KPIs
Trace numbers back to source
Stop debating definitions
Outcome: Fewer reports, clearer metrics, and dashboards that support decisions instead of arguments.
Option 3: Data Foundation
When scale or complexity demands more control.
Design and build a client-owned data foundation using BigQuery and Looker:
GA4, ad platforms, Shopify, and more in one reliable dataset
Clean schemas and reusable logic
Dashboards built on top of trusted data
Outcome: A flexible analytics system that scales with the business. Without vendor lock-in.
Reporting Rescue
Rebuild messy dashboards, identify meaningful metrics, determine data sources of truth, fix reporting mis-matches.
10–20 hrs saved per client per month
Decisions not debates
Google Analytics Audits + Implementation
BigQuery Data Warehouse
Own your data. Combine GA4, Ad Data, Shopify and more into one reliable dataset.
Client-owned
Scalable, Flexible
Includes development of corresponding Looker dashboards
Special Projects
Customer Retention. Lift. Optimization. Life-Time Value. Customer Deep Dives. Pricing.
LTV & Cohort Modeling
Attribution & Incrementality
Forecasting & Revenue Optimization
Experimentation & Testing
Testimonials
Get In Touch
What’s your biggest reporting challenge? Let’s talk.