Practical Analytics for Leaders Who Decide.
Every issue examines a new way to turn data into a better decision: sharper research design, smarter tools, clearer strategy, and the analytical advancements that actually matter for small businesses, startups, and nonprofits.
Research Design for Organizations That Can't Afford to Be Wrong
How to build surveys, data collection, and comparison groups that produce evidence your board, investors, or funders will trust — without the budget of a university research lab.
Read the full dispatchRecent Dispatches
A running archive of methods, strategies, and tools we use to help organizations make decisions with more confidence and less guesswork.
The Cost of Acting Without a Number
The decisions that hurt most are rarely loud. They are the slow leaks: the customer segment no one quantifies, the marketing channel no one compares, the product that stays on the shelf because tradition says so.
From Dashboard to Decision
Most dashboards are mirrors. They show what happened, but they do not change what happens next. A look at the dashboard design habits that turn data into action.
What Machine Learning Actually Means for a Small Business
Separating the analytical techniques that create leverage from the AI hype that only creates invoices. When prediction matters, when explanation matters more, and when to skip both.
The Nonprofit Metric That Changes Everything
Cost per outcome sounds simple, but most organizations cannot produce it on demand. A practical way to model it from program data you already collect.
Building a Data Habit in a Team That Has No Data Team
The best analytics investment is often a ritual, not a tool. The cadences, questions, and accountability structures that make data useful in a small organization.
How to Clean Data Without a Data Engineer
Data cleaning is where most analytics projects die. A simple framework for catching errors early, documenting decisions, and making the work reproducible next quarter.
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