Introduction When you spend years learning software engineering, you naturally begin to believe something. The better the code… …the better the business. It’s an incredibly logical conclusion. Software projects exist
Introduction For NGOs, proving impact has always been harder than proving effort. Donors want confidence before they commit, boards want risk reduced, and program leaders want a clearer picture of
Introduction If you work in nonprofit operations, you already know the problem: too many tasks, too few hands, and too much context switching. AI used to feel like an extra
Machine learning suddenly seems powerful because all three of the following happened simultaneously: we collected an enormous amount of data, had access to extraordinary compute, and developed algorithms (transformers and
One of the most common pieces of advice given to new agency owners is remarkably simple. Take every client you can get. At first, it sounds logical. Revenue keeps the