Case study — system integration
Every estimate was built twice. Nobody called it a problem.
It was just how you closed out a job — 37 minutes at a time, about 300 times.
An award-winning, family-owned flooring and remodeling company in the Kansas City area. Real numbers, measured conservatively, published with the method shown.
$250 — credited 100% toward any build.
Before and after
~184 hours returned across the first five months in production.
An award-winning, family-owned flooring and remodeling company in the Kansas City area was building every customer estimate by hand and then retyping it into accounting. We connected Monday.com and QuickBooks Online so measurements are entered once and the estimate builds itself. In the first five months it processed about 300 estimates at roughly 97% success, returning about 45 hours a month — with a human approving every estimate before a customer saw it.
The challenge
Every job started the same way. Someone measured each room. Then did the square-footage math. Then applied a waste percentage. Then opened Monday.com and entered it. Then opened QuickBooks Online and entered the same numbers again, line by line, as an estimate.
The same figures, typed twice, by hand, across a full pipeline of jobs. It was slow and it was error-prone — and the errors were the expensive part, because a wrong number on an estimate is either money lost or a conversation with a customer nobody wants to have.
Nobody had flagged it as a problem to solve. It wasn't broken. It was just what producing an estimate meant at that company, and it had meant that for years.
The diagnosis came first
The bottleneck was not the team. It was the gap between two tools they were already paying for.
That distinction decided everything downstream. If the diagnosis had been "the team is slow," the prescription would have been training or headcount. Because the diagnosis was "there is no connection between these two systems," the prescription was a connection — which is cheaper, permanent, and doesn't depend on anyone trying harder.
What we built
A SystemLink Workflow Sync between Monday.com and QuickBooks Online. The important design decision is the last one.
Enter once
Staff enter measurements in Monday.com and flip a status. That is the entire manual step that remains.
Read anything
The system reads measurements in nine different input formats, because people write measurements the way people write measurements — not the way documentation assumes.
Do the math
Converts inches to square footage, applies the waste percentage, then finds or creates the customer in QuickBooks Online.
Stop for a human
Builds the estimate with correct line items, descriptions and tax status — then waits. A person approves every one before it reaches a customer.
The results
Here is how the headline number was calculated, so you can check our work: a conservative flat 37.5 minutes of manual work per estimate — measuring, the square-footage math, the waste percentage, and the line-item double entry — multiplied by roughly 300 estimates. A single-month cross-check for March came in at 39 hours, in line with the ~45/month average. The savings also held through the slow season, which means this is structural, not a busy-season spike.
Why a person still approves every estimate
We could have made this fully automatic. We didn't, and it's the decision we'd defend hardest.
An estimate is a number a customer will hold you to. The cost of a wrong one isn't a support ticket — it's margin, or trust, or both. So the system does the part machines are good at (arithmetic, transcription, never getting bored on the fortieth job of the week) and stops before the part humans are good at (noticing that something about this one looks wrong).
The safeguards run the same way. Duplicates are prevented. A single bad row is isolated so it can't stop the batch behind it. And when something fails, the system sends plain-English instructions for fixing it rather than an error code.
This is what "automation that doesn't break and nobody notices" actually looks like: not an absence of failure, but failure that is caught, named, and handed to a person who can act on it.
What's next for them
The estimate sync stabilised daily operations, so the next conversation is the same one we started with: what's the next biggest leak, and is it worth connecting?
Same diagnose-first approach, one system at a time. That's how a partnership compounds — each phase earns the next, and nothing gets built because it was in a package.
Where is your operation losing hours?
We map how your business runs today and show you the highest-impact fix before you spend a dollar on a build.
$250 — credited 100% toward any build. If nothing needs building, we'll tell you that.