About Domain Methods

Marketing Data, Revenue, Analytics Engineering, and AI for SaaS and Ecommerce. Obsessed with truth and UX.

Our Approach

We are obsessed with truth and UX. That means we build analytics that are not just accurate, but actually get used. We follow the 80/20 rule — focusing on the 20% of work that delivers 80% of the value.

How We Work

We start with understanding your specific challenges, not selling a pre-packaged solution. If we are not the right fit, we will tell you.

For the right projects, we bring deep expertise in:

Marketing analytics and attribution — Understand which campaigns and channels drive results
Revenue operations and metrics — Build dashboards and reports your team can trust
Modern data stack — dbt, cloud warehouses, and best-in-class tooling
Data activation and reverse ETL — Put your warehouse data to work

What We Believe

Truth Over Comfort

Data should drive decisions, not just fill dashboards

Practical Elegance

Simple solutions that work beat complex ones that do not

Earned Trust

Clarity and results build confidence over time

Built to Be Used

The best analytics are the ones people actually use

Accessible by Default

Just a call away — senior help without the red tape

How We Work

Every engagement follows a structured approach designed to create lasting change — not just deliverables.

The Four Ingredients

Purpose

We start by defining the 'why.' If we can't articulate why this project matters to your business, we're not ready to start.

Audience Buy-In

Analytics that nobody uses are a waste. We ensure stakeholders are aligned and invested before we build anything.

Behavior Change

The goal isn't a dashboard — it's changing how your team makes decisions. We design for adoption, not just delivery.

Deliverables

Clear, scoped outputs that your team can own and maintain. No black boxes. No consultant dependency.

Three Focus Areas

Outcomes

What will be achieved. We define success criteria upfront so there's no ambiguity about what 'done' looks like.

Preparation

Chemistry and fit. We invest in understanding your team, your tools, and your culture before writing a single line of SQL.

Execution

Solving for the unknown. We show, not tell — working alongside your team through interactive sessions rather than handing off slide decks.

Meet the Founder

Jason B. Hart

Founder & Principal Consultant

I started Domain Methods because I kept seeing the same problem: smart teams with messy data making decisions on gut feel instead of evidence. After years leading analytics and data engineering for SaaS and ecommerce companies, I got tired of watching organizations drown in dashboards nobody trusts.

My approach is simple — I solve the hard problems (architecture, strategy, proof-of-concept), then hand off to your team or our trusted network of specialists for execution and long-term support. You get senior-level thinking on day one, without paying for a full team when you don’t need one.

Domain Methods isn’t a traditional agency. We’re a small, flat team of experienced practitioners backed by a trusted network of specialists we’ve worked with across multiple engagements. When a project needs specific expertise — whether that’s Databricks migration, advanced dbt modeling, or activation engineering — we bring in people we’ve already vetted and collaborated with. No junior staff learning on your dime. No layers of account management. Just direct access to people who know the stack and understand your business.

I regularly share practical insights on marketing data, attribution, and analytics engineering — follow me on LinkedIn to stay in the loop.

Connect on LinkedIn

Is This Right for You?

We're a great fit if...

You're a mid-size SaaS company ($10M+ ARR or venture-funded)
Your analytics maturity is low to mid — you know the data isn't where it needs to be
You have a data warehouse (or are ready to set one up)
You want to own the solution long-term, not rent a consultant forever
You value clarity over complexity and truth over comfort
You prefer open-source tools and modern cloud platforms (GCP, AWS, Databricks)

We're probably not the right fit if...

You need someone to manage your dashboards on an ongoing basis
You're looking for full business system design and integration
You need a large team embedded for 6+ months
You're not ready to invest in your data infrastructure

Ready to talk?

Discovery calls are short and focused. We'll assess fit, scope the problem, and tell you honestly if we can help. If there's a match, we propose a paid discovery engagement with clear deliverables.

Book a Discovery Call