Your accounting system accepts everything your team types. Abbreviations, shorthand, legacy names, whatever made sense in the moment. Over time, the same vendor, job, or project accumulates a dozen recorded forms. Any report grouped by name splits the picture into fragments, none of them complete. We fix that, systematically, for good.
Start the conversationIn our proof-of-concept data, a single project appeared under four different names. The system accepted all of them. The books balanced. No error appeared. That project's true quarterly cost was undercounted by $276,000. Quietly, invisibly wrong.
This is how every system that accepts free-text input works. The same vendor, job, or property accumulates a dozen recorded forms. Reports fragment. Someone patches it manually each cycle, making the same decisions over and over. And the knowledge of what the shorthand means lives in one person's head until it doesn't.
This pattern appears in every industry where names enter the system through human hands.
We build a layer of trusted reference data on top of whatever system you already run. Every name gets resolved to one correct value. Decisions made in the first pass are saved and applied automatically from then on. The review workload shrinks each cycle until only genuinely new entries surface.
After the first pass, anything already resolved stays resolved. The review workload shrinks with each cycle until it takes minutes, not days. A clear signal surfaces when something genuinely new appears. Everything else runs automatically.
Tell us which reports you can't trust and why.
You share a recent export. No prep needed.
We identify the biggest sources of noise and what cleanup would uncover.
Some of the most useful reports don't exist yet. We'll show you what's possible.
No pressure. No jargon. Just clarity on what's possible with the data you already have.
We're taking on a small number of first engagements now. If your operational data feels unreliable and you want to know what's actually in it, we'd like to hear from you. connect@threepeaksdigital.com
No prep needed. No commitment required.
