Most organizations do not lack data. They lack the structure needed to use it well. Information may be spread across disconnected spreadsheets, entered inconsistently, or stored in ways that make even routine reporting time-consuming. The good news is that meaningful improvement does not always require a new database or expensive technology!
The Data Infrastructure Starter Guide helps nonprofit and social impact organizations strengthen the foundations of how program data is organized, stored, and prepared for use. Designed for teams setting up a new data system or working with messy, inconsistent, or difficult-to-report data, the guide offers a practical starting point for identifying gaps and making a small number of immediate improvements.
The resource introduces several foundational practices for creating more reliable and usable data, including:
- Using consistent names and formats across datasets.
- Establishing one shared “source of truth.”
- Standardizing how staff enter information.
- Structuring data so that each row represents one record and each column represents one variable.
- Separating raw data, clean data, and reporting files.
- Creating one reusable dataset for recurring reporting needs.
A before-and-after example illustrates how information that is difficult to count or analyze, such as multiple services and dates combined within a single cell, can be reorganized into an analysis-ready format with one service per row, standardized labels, and consistent date fields.
The guide also provides starter actions based on common challenges. Organizations can begin by centralizing scattered data, cleaning rows and columns, standardizing categories and formats, or building a reusable dataset for their most frequent report. This allows teams to focus on one to three manageable improvements rather than attempting to redesign their entire system at once.
The resource concludes with an overview of basic, intermediate, and advanced data tools, ranging from Excel and Google Sheets to Airtable, Smartsheet, customer relationship management platforms, and case management systems. Its central principle remains the same across every level of technology: the tool matters less than the structure. A well-organized spreadsheet can be more useful than a poorly designed sophisticated system.
This resource is particularly useful for:
- Organizations setting up a new program database.
- Teams relying on disconnected or inconsistent spreadsheets.
- Program staff who spend too much time cleaning data or recreating reports.
- Nonprofits preparing to strengthen grant reporting and evaluation systems.
- Leaders deciding whether their organization needs a new tool or simply a better structure.
By starting with a few clear rules and practical actions, organizations can reduce reporting burden, improve data quality, and build a stronger foundation for tracking services, demonstrating impact, and using data for continuous improvement.
