The 5 levels of information maturity

Ask a founder how their sales are doing and you'll get a precise answer. Ask how their information is doing (how good, really, are the numbers they run the company on) and you'll usually get a shrug, or worse, false confidence. It's the one part of the business almost nobody measures, even though every important decision rests on it.

Over twenty-six years around finance, and a decade sitting with growth-stage founders, I've come to believe you can measure it, and that you should, honestly, before an investor does it for you. Information isn't something you either have or don't. It's a ladder you climb. There are five rungs, and knowing which one you're standing on changes what you do next.

01The five levels

Level 1: Reactive. There is no trusted base. Numbers are assembled on demand, usually in a panic, usually by whoever is closest to the spreadsheet. Every board meeting is a scramble, every report a one-off. You find out what happened largely by accident, and often too late. Most companies live here longer than they'd admit, and it's survivable at small scale, because the founder can still hold the whole business in their head.

Level 2: Reporting. This is the one that fools people. You now produce reports. They arrive on a schedule, they look professional, there's a monthly pack. It feels like you've solved the problem. But look closely and every one of those reports only ever looks backward. It tells you what already happened, weeks after you could have acted on it. This is the classic MIS state, and I'll come back to it, because it is the single most common place a growing company gets stuck.

Level 3: Aligned. Something important changes here. There is now one agreed foundation. Definitions are locked: everyone means the same thing by "customer," "booking," "revenue." The numbers reconcile across sales, finance, and operations, so the meetings stop being arguments about whose figure is right and start being conversations about what to do. The board pack begins to drive decisions instead of doubt. This is the first rung where information becomes an asset rather than a chore.

Level 4: Predictive. Now you're looking forward, not just back. A rolling forecast, updated against real operating data. Leading indicators that tell you whether to keep spending, not just whether it worked. Scenarios you can model in a day. Real-time visibility into cash. At this level, finance stops reporting the past and starts helping steer the future, which is when it finally earns a seat in the room where decisions get made.

Level 5: Institutional. The top rung: information you can trust end to end, from the shop floor to the cap table, without it changing meaning along the way. You are permanently diligence-ready: the data room is warm, the numbers bridge on demand. The board governs on the information. And the finance function itself becomes a selling point: investors and acquirers read its maturity as evidence of how well the whole company is run. Companies at Level 5 raise faster, and at better terms, because there is nothing to get nervous about.

03Grade the weakest layer, not the average

Here's the discipline that makes this model actually useful, and it's where most self-assessments go wrong.

Your information climbs through five layers: a trusted Source of data, then Measurement, then Meaning, then Decision, then Confidence. When you place your company on the ladder, the instinct is to average across them: a bit strong here, a bit weak there, call it a healthy middle. That average is exactly the mistake.

Because architecture fails from the bottom up. A company can have a brilliant forecast and a beautiful board narrative, genuinely Level 4 work at the top, sitting on a Source layer where three systems still disagree on what "revenue" means. That company is not a Level 4, and it is not the average of its layers. It is a Level 1 company presenting like a Level 4, and it is the most dangerous profile there is: it will impress in a pitch and fall apart in diligence, because the confident story is built on a base it can't defend.

So you don't grade yourself on your best layer, or on the average. You grade yourself on your weakest load-bearing layer, the lowest broken rung, because that's the one quietly setting your real level, and quietly doing the damage. Find it, and you've found where the work starts.

The same is true across the three streams a business runs on: sales, people, and operations. It's common to be genuinely mature in sales and stuck at Level 1 in people or operations. The gap between your streams is usually exactly where a growing company gets hurt.

05How you climb

The good news is that the model also tells you how to move. You climb in order. You can't skip a rung, because each one rests on the one below. You start at your weakest load-bearing layer, in your weakest stream, rather than trying to fix everything at once. And you keep the truth with a neutral owner, finance or the founder, so that as you climb, the numbers never bend to whoever argues hardest.

Most of the founders I meet are somewhere around Level 2, convinced they're higher, and unsure what the next real step is. The honest first move is almost never a fancier forecast. It's usually going back down to the Source layer, locking a handful of definitions, and warming a data room that's gone cold: the unglamorous work that makes every rung above it hold.

So before your next board meeting or your next raise, ask the question almost no one asks: not "do we have reports?" but "what level are we actually on, and where does our next round need us to be?" The distance between those two answers is the most important number in your business that you're probably not measuring.