Laveeka / Guides / Data advantage

Where your data advantage actually lives

Everyone now has a system that reads their records. Which means the records have stopped being the advantage, and something else has to be.

The short answer

Your data advantage is not the records sitting in your CRM. Your competitors hold the same fields in the same kind of system, and the same features now read them. Shared inputs produce shared outputs.

It lives in what your business knows and never writes down: why a decision went the way it did, which judgement calls turned out right, what was actually said rather than what was logged afterwards. That material only becomes an advantage once you capture it, structure it and hold it somewhere you own.

The arithmetic nobody enjoys

For twenty years the argument for a good CRM was that better records make a better business. That was true, and it is still true, but it has stopped being a way to be different. If every firm in your market runs a comparable system, fills in comparable fields and switches on comparable features, then everyone gets comparable output. The lift is real. It is just shared.

This is not a criticism of the platforms. It is what a platform is for. A vendor's job is to give every customer the same capability reliably, and it does that job well. The mistake is treating that shared capability as a strategy, when it is closer to a utility bill.

What your competitors also have

Assume the firm across the panel from you holds all of this, because it very likely does. Contact and company records. Job and placement history. Activity counts. Notes typed after the event. Documents attached to records. Whatever the platform's own features can now read out of those.

None of it is worthless. All of it is common. If a capability arrives because you paid a subscription, so did everybody else who paid the same subscription.

What only you have

Underneath the records sits the material that actually distinguishes your business, almost none of which is currently written down anywhere a system can reach:

That list is not exotic. Every experienced firm has all of it. The question is only whether it is an asset or a memory.

The test that settles it

Take any piece of data your business relies on and ask three questions.

  1. Could a competitor buy it? If it comes from a licensed platform, a data provider or a public source, then yes, and it is table stakes rather than advantage.
  2. Could a competitor build it in a quarter? If it is a straightforward join of two systems anybody could run, treat it as a matter of time rather than a moat.
  3. Does it depend on something only your business has lived through? If it comes from your own outcomes, your own market and your own judgement over years, then it cannot be bought or copied, only accumulated.

Only the third answer is a real advantage. Most firms are spending most of their technology budget on the first two.

Why it never gets captured

Because capturing it has always cost more than it returned. Asking busy people to write down their reasoning is a tax they will pay for about three weeks. Every knowledge management initiative that relied on discipline has died of the same cause.

What has changed is that the capture no longer has to be manual. Conversations can be recorded and turned into structured records without a person typing. Reasoning can be picked up as a by-product of work already happening rather than an additional chore. The tax is now small enough that the material can be gathered at the moment it exists rather than reconstructed later, badly.

Where it has to live

Somewhere you own, in a form you can still read in five years. That is the whole requirement, and it rules out more options than it sounds like it should.

Material held inside a licensed product is available to you for as long as you keep paying, in whatever shape that product allows, and it leaves in whatever shape that product allows too. If your accumulated advantage can only be read by the system that captured it, you have not built an asset. You have deepened a dependency.

The alternative is unglamorous: your own store, holding your own history, in your own account, joined to the records you already keep. That is what a data lake is, stripped of the word. Everything interesting is built on top of it, and none of it is possible without it.

What to do about it this quarter


The firms that will look different in three years are not the ones that bought the better platform. They are the ones that started keeping what the platform was never going to hold.