Every firm says off-the-shelf is sometimes right; very few finish the sentence. If your process is common and your data model standard, a mature product beats custom software on cost, time and risk. Here are the cases we see most.
If what you need is donor management, buy donor management. Bloomerang is genuinely good at what it does; Little Green Light and DonorPerfect are solid at a smaller scale; Blackbaud's Raiser's Edge NXT is heavier but well understood by finance teams. Spend the difference on implementation and on cleaning the data, which is where these projects succeed or fail.
If you need to teach at a distance, buy a learning platform. Canvas and Moodle are mature, accessible and already familiar to the people you'd ask to use them. Thinkific and Teachable handle course sales without you touching a database. A distinctive pedagogy is a reason to look hard at whether a platform can carry it — not, by itself, a reason to build one.
If the problem is that work is invisible, buy a work tool. Asana and Monday.com are well built and cheap next to a project. Airtable is more capable than people expect, and we've told organizations to stay on it. Where it stops is permissions and reporting: it holds your data happily, then struggles when four funders each want a different cut with different people allowed to see what.
And sometimes the spreadsheet is fine. A Google Sheet three people understand is not a failure of ambition. It becomes a problem when that number drops to one, or when errors cost more than the tool would.
Purpose-built products get missed because their marketing budgets are small. In program and case management, Apricot by Bonterra and Casebook are worth a demo before you conclude nothing exists — take real funder reporting requirements into it, not a general walkthrough.