The advice is always to specialize. Pick a lane. Become the expert. There are good reasons for that. Depth is real, and you can't fake it. But the longer I work across investigations, AI, and web development, the more I notice something the specialization argument leaves out: most real problems don't sit inside a single discipline. A defamation case involves OSINT, evidence handling, and how a website displays content. A small business launch involves web infrastructure, ad tracking, AI-assisted content, and an understanding of how customers actually find things online. A reputation issue involves search results, social platforms, archival records, and legal exposure all at once. A specialist can solve part of the problem inside their lane. A generalist can see where the lanes meet, and that's usually where the problem actually lives. Three things being a generalist has taught me:
Patterns repeat across fields. The way a search engine ranks pages and the way an investigator weighs sources are closer than they look. Both are about signal, freshness, authority, and corroboration. Once you see the pattern in one field, you spot it in the next. The hand-offs are where things break. Most failures I'm called in to fix aren't inside a discipline. They're at the seam. The developer did their job, the marketer did theirs, and nothing connects. Someone has to stand at the seam and translate. Tools transfer. A research workflow built for OSINT works for competitive analysis. An analytics setup built for e-commerce works for tracking the reach of an investigation. The same AI tool that drafts a newsletter also drafts a case summary. The boxes are smaller than they seem.
None of this is an argument against specialists. Hire one when the problem is deep and narrow. But if the problem is messy, cross-functional, and "I don't even know who to call about this," that's generalist work, and it's worth more than it usually gets credit for.