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 initial cleanup, the exception surface shrinks dramatically with each run — regardless of industry or data type. Anything already resolved stays resolved. By the third cycle, ongoing review often takes minutes, not days — with a clear signal when something genuinely new appears in your data.
We talk about the reports you wish you could trust.
You share a recent export. No prep needed.
We identify the biggest sources of noise and what cleanup would uncover.
No pressure. No jargon. Just clarity on what's possible with the data you already have.
Three Peaks Digital Solutions is currently preparing its first client engagements. We're being intentional about where we start — the right first clients shape what this practice becomes.
If you're dealing with messy operational data and want to be considered for an early engagement, we'd like to hear from you. Send a brief note to info@threepeaksdigital.com and we'll be in touch when the time is right.
No commitment required. Just a conversation.
