The Encoded Organization
An Encoded Organization isn’t a product. It’s an idea about what a business looks like once AI can work inside it, instead of just around it.
It uses a model built for Claude to manage Work Product as a process (not a prompt) in a secure environment.
A hundred tabs, in a cohesive model.
Your model is one workbook: nine tabs, one owner, and the ceiling of what a spreadsheet can hold.
Proxa keeps the tabs and drops the ceiling. The ledger, the plant, the CRM — each arrives as more worksheets in the same model, every one still a table you can open and read.
The file you already have. One workbook, nine tabs, one owner — and the ceiling of what a spreadsheet can hold.
CascadeRidge-Financial.xlsxRevenue Build| Driver | Jan-24 | Feb-24 | Mar-24 | Apr-24 |
|---|---|---|---|---|
| Turnkey Volume (lbs) | 3,007,664 | 3,082,231 | 2,937,643 | 3,229,375 |
| Turnkey Price / lb | 1.92 | 1.94 | 1.95 | 1.97 |
| Revenue — Turnkey | 5,458,370 | 5,690,967 | 5,897,242 | 6,793,203 |
| Tolling Volume (lbs) | 1,573,408 | 1,652,125 | 1,981,020 | 1,989,393 |
| Tolling Rate / lb | 0.76 | 0.77 | 0.77 | 0.78 |
| Revenue — Tolling | 1,238,334 | 1,373,689 | 1,418,838 | 1,555,913 |
| Total Revenue | 6,281,179 | 7,046,708 | 7,547,139 | 7,453,097 |
| Active Customers | 147 | 151 | 154 | 159 |
| New Logos | 9 | 9 | 10 | 9 |
| Churned Accounts | 4 | 2 | 3 | 3 |
| Net Retention % | 109.0% | 108.7% | 110.2% | 110.1% |
- Read 100 worksheets
- Reconciled to the GL
- Rebuilt Revenue Build
Finally, it works the way you want.
Proxa isn’t a new app you have to learn, and it’s not a wrapper slapped on top of Claude. It’s the harness that lets Claude work on the Model the same way developers already let it work on code: not typing into a chat box, but reading a workspace, doing things inside it, and checking its own work.
That’s really the whole philosophy behind Proxa. Not a feature. The reason the company exists.
The Loop.
Underneath the Model are agentic data products: deterministic workflows that just do the work, the same way, every time. Claude isn’t improvising a plan from scratch every time you ask it something. It’s pinging those workflows and letting them run.
That’s the loop: Claude pings the Model, the Model does the work, the Model stays the source of truth. You never have to re-explain the business, and you’re not copying context into a chat box hoping it holds.
Same loop every time, whether it’s running in a slide deck, a spreadsheet, or some workflow nobody’s built yet. A prompt is a one-off thing you ask for once. A process is something that keeps happening.
The tangible proof.
Here’s what comes out of the Model, in tools you already use:
Some of this is just automating stuff you already do by hand. Some of it you couldn’t do before at all, not in PowerPoint, not in Excel, not without hiring engineers.
None of this happens without IT’s approval first.
Autonomous agents inside production systems are an architectural error, and security teams are right to block them. Proxa doesn’t require that access. Claude works inside a harness, on the Model, a bounded and inspectable object, never in the systems of record. Data enters through approved connections or by upload; every consequential change waits for a human decision.
The review evaluates a perimeter, not a promise about agent behavior.
