Every business I've ever worked with has the same problem. Not a shortage of data - the opposite.

  • Spreadsheets nobody remembers making
  • Software tools that don't talk to each other
  • A QuickBooks export that lives on someone's desktop
  • A CRM that gets updated when people feel like it
  • Reports that take half a day to pull together and are already stale by the time they land in someone's inbox

The data is there. It's always there. The problem is that it's scattered, disconnected, and sitting in formats that make it nearly impossible to ask a question and get a real answer.

The Problem Was Already Solved

Here's the thing that frustrates me when I try to explain this to people: the hard part of this problem - figuring out how to store data, connect it, query it, and surface patterns from it - was solved a long time ago by people a lot smarter than either of us. The academic research is done. The tooling exists. The patterns are well understood. This is not an unsolved problem in computer science.

What hasn't been solved is the translation layer between those tools and your specific business. Your specific mess of systems. Your specific questions.

That gap is not a technology problem. It's a plumbing problem. And plumbing, by definition, is just connecting things that already work.

What "Connected" Actually Looks Like

Think about the last time someone at your company needed to answer a real business question. Not a simple lookup - an actual question. Something like: which of our clients are most profitable once you account for the time we actually spend on them? Or: where did our best customers come from, and are we still investing there?

Odds are, answering that question required pulling something from one system, something from another, probably a spreadsheet or two, maybe a conversation with the one person who knows where everything lives. Then someone spent a few hours assembling it into something readable. Then the moment passed and the answer was filed away and never looked at again.

That's not an analytics problem. That's a plumbing problem. The data existed. The question was valid. The infrastructure just wasn't there to connect them.

When you fix the plumbing - when your data is centralized, clean, and structured - those questions stop being projects and start being lookups. Not because you bought some expensive software, but because someone sat down and figured out how your data should fit together, and then built that.

What You're Actually Looking For

The word "insights" gets thrown around so much that it's basically meaningless now. So let me say it plainly: an insight is just a pattern you didn't know was there until you could see the data clearly enough to find it.

Those patterns already exist in your business. You generated them. Every transaction, every client interaction, every project that went over budget or came in early - all of it is signal. Most of it you've never looked at, not because you don't care, but because looking at it was never easy enough to bother.

Making it easy enough to bother is the whole job.

Where to Start

  1. Pick one real question your business can't currently answer without a half-day of manual work
  2. Trace it backwards - what data would you need to answer it?
  3. Figure out where that data lives today - which systems, which spreadsheets, whose desk

That exercise alone will tell you more about your data infrastructure than any audit will.

Most businesses we talk to already know the question. They've known it for a while. What they don't have is someone to sit down with them, figure out why it's hard to answer, and build the thing that makes it easy.

That's usually a shorter conversation than people expect. The insight isn't hiding somewhere exotic. It's already in your data. It's just waiting on the plumbing.