I interviewed about 20 senior leaders across 8 countries, mostly at large organizations

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Each strategic initiative has its own goals and KPIs, but the data is spread across different teams and tools.

Before every leadership review, someone has to chase updates by email, wait for responses, reconcile numbers, and piece everything together.

The leaders I interviewed described reporting cycles that consumed 20–60 hours of manual effort. And by the time the information reached leadership, some of it was already outdated.

But what interested me most wasn't just the time being lost.

It was that an initiative's KPIs could appear healthy even when an important assumption behind the original strategy was no longer holding true.

I've been wondering how much of this translates to smaller, growing SaaS companies.

When you're starting out, a few people can keep track of almost everything. But as customers, products, and priorities grow, so does the amount of information you need to make decisions.

For those building or scaling SaaS companies, what's something you've discovered about managing your business that you didn't anticipate when you started?

Are you spending more time gathering information and checking performance than you expected, or have you found ways to stay informed without adding more reporting work?

I'd be interested in hearing what you've experienced.

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Your point about healthy KPIs over a broken assumption happens at solo scale too. My app's search ads looked fine on the usual numbers, installs at a reasonable cost. Only when I joined three sources by hand, the ad attribution, the accounts, and the age people gave in the intake quiz, did it show that the keywords were bringing mostly teenagers making a song for themselves, while everyone who had paid so far was over 35. The ads were working, just for the wrong people. The surprise for me was not the time spent gathering data, it was that each tool on its own told a reassuring story, and the problem only existed in the join. One more trap from the same week: a dashboard overview that silently mixed two of my apps.