Ermetis

A sample built on fictional content. Holcombe Mechanical is not a real company and this reflects no real engagement.

The week’s numbers arrive Monday morning. Watch each one show its record.

Holcombe Mechanical is a fictional $16M commercial mechanical contractor. Its operations live in BuildOps and its costs in QuickBooks, which is what makes this brief possible: every number in it is computed from those records by plain code, links back to the record it came from, and anything past a threshold is flagged with the person who owns it. Brian Aldridge, the president, reads it before anyone else is in. Each step below is the screen a real person would be looking at.

What it is worth

The value in this workflow is the time it takes to assemble the weekly picture by hand, and how often somebody has to go check a number before anyone acts on it. We would measure both on your own reporting. The diagnosis measured quoting and not this one, so we do not put a number on it.

7:00The brief was computed Sunday night and sent at 7:00, before anyone was in. Brian used to assemble a version of this himself on Monday mornings, from exports and phone calls, and it was done by Wednesday. The button opens the full brief.

HBOperating brief · Oct 5 +
‹ › ↻🔒holcombemech.sharepoint.com/sites/brief/2026-10-05
SharePointSearch this site
Holcombe Brief

Week of October 5

computed Sunday 11:52 PM · from BuildOps and the Friday QuickBooks export
MeasureThis weekLast weekComputed from, click to open
Backlog, signed work not yet complete$2.34M$2.16M
Unbilled time and material$84,200$71,900
Agreements coming due within 60 days9 · $312K11 · $348K
Margin on jobs closed this month, against estimate23.8% vs 24.6% 
Receivables, past 60 days$146K$139K

Exceptions · past a threshold, each with its owner

⚑ ReneeUnbilled T&M is over the $60K threshold, and two jobs carry most of it: work finished more than three weeks ago and never invoiced. The work orders are listed, ready to bill.
⚑ DougThe Lawton office job is tracking 17.2% margin against a 23.5% estimate. The gap is in the controls phase. Opened in the next tab.
⚑ TerryOne customer is $58K past 60 days, Caldwell Property Group, across three invoices. The aging detail and the contact history are attached.

7:05This is the full brief on Holcombe’s own SharePoint. Nothing here is a model’s impression of the week: every number is arithmetic over the records, and clicking it opens the records it came from. The exceptions are threshold rules, and each one names its owner.

HBLAW-204 · margin detail +
‹ › ↻🔒holcombemech.sharepoint.com/sites/brief/2026-10-05/LAW-204
SharePointSearch this site
Holcombe Brief

Lawton medical office · LAW-204 · margin against estimate

job costing from the Friday QuickBooks export · estimate from the approved workbook
PhaseEstimated hoursActual to date 
Sheet metal and piping410398on estimate
Equipment set96104close
Controls120186the gap lives here
The workbook’s controls assembly assumes conventional thermostat wiring. Lawton is a DDC building, and the estimate was priced from the standard assembly. The brief does not conclude that; it put the phase comparison in front of Doug, and he did.
Doug’s note, recorded against the workbook

“A-231 underestimates controls labor on DDC buildings. Flagging the assembly for a DDC variant before the next controls-heavy bid.” The flag is now on assembly A-231 in the approved workbook, and the next draft that prices controls on a DDC building will show it.

7:20This is what the margin exception opens into. The comparison is arithmetic; the judgment is Doug’s. His note went into the workbook the estimates are priced from, which is how a lesson from one job stops repeating on the next one. Post-job reviews used to find this months later, if at all.

Under the hood· what ran, and where everything lives · drawn by Ermetis, not an app─  ▢  ✕
WHERE IT PULLS FROM BuildOpsjobs · agreements · via its API QuickBooksjob cost · AR aging · exports The thresholdsruled once, each with an owner HOLCOMBE’S MICROSOFT 365 TENANT Plain calculationarithmetic over the records, Sunday night Threshold rules runexceptions found, owners attached The narrative linesthe model’s only job, and it cites The brief page assembledevery number linked to its record Outlook · Monday 7:00to Brian and the owners The owners decidebill it, fix it, call them Lessons recordedDoug’s note, into the workbook what the week teaches goes back into the memory

What runs it

The brief runs in Holcombe’s own Microsoft 365 tenant, reading BuildOps through its API and the QuickBooks exports Terry already produces. Nothing about this workflow leaves their environment.
Code computes; the model narrates. Every number is arithmetic over the records, run by plain code. The language model’s only job is the sentences around the numbers, and every sentence cites the number it describes.

The honest caveat

This brief exists because Holcombe’s systems hold the records. Where a company’s systems cannot support a number, the brief says so and leaves the line out rather than estimating it. This is not a product we would sell to a company whose records cannot back it.

What gets recorded

Every brief, exception, and owner decision is logged, and the lessons go where jobs are priced and run: Doug’s note went into the approved workbook, not into a meeting that ends.

 This is the whole machine. The records stay in the systems that keep them, code does the arithmetic, the model writes only the sentences, and the exceptions land with the people who own them.

What this took, in this fictional world

The brief computed itself Sunday night and was read before 7:30 Monday. Renee’s team billed the $84,200 that week, Doug’s workbook note reached the next controls bid, and Terry started the Caldwell calls Monday morning. Before the system, assembling the same picture took Brian most of two days, so it happened monthly at best.

The same workflow, elsewhere

At a distributor, this is open orders, fill rate, inventory turns, and receivables, computed from the ERP. At a professional-services firm, it is utilization, unbilled work in progress, and aging, computed from the practice systems. The pattern is the same: arithmetic over the company’s own records, every number linked, exceptions owned.