Commonwealth AI.
Industries IND.06

General Operations

For operators whose business doesn't fit a vertical brochure.

Multi-unit retail. Light manufacturing and distribution. Real estate portfolios. Holding companies running three different entities under one team. We work with operationally complex businesses whose problem isn’t industry, it’s architecture.

Book a Stack Walkthrough 30 min · If we’re not the right fit, we’ll tell you who is.
Fit check
  • 5 to 200 staff with at least one operationally complex layer — multiple locations, multiple entities, multiple property assets, or multiple product lines
  • Workflows touch a stack that grew organically over time and includes one or two software platforms nobody on the market has heard of
  • Profitable but stuck — the business outgrew its original ops design and the next hire isn’t going to fix it
  • The owner can describe the broken workflow in 30 seconds and is sick of being told 'your business is too unique' by software vendors
The Pattern

We’ve seen this stack before.

P.01 Symptom

Multi-entity is a folder structure.

Three LLCs. Five properties. Two product lines. The 'system' for keeping them straight is a Google Drive folder hierarchy, a chart of accounts that grew tabs every year, and the founder's memory. New hires need a verbal walkthrough. Reports require a CFO who's been there long enough to know which entity owns what.

P.02 Symptom

Senior people are doing junior work.

The COO reconciles between entities. The owner reformats financial statements for the bank. The bookkeeper hand-allocates expenses across three sets of books because the accounting platform doesn't support it cleanly. Everyone is doing two jobs. One of them is plumbing.

P.03 Symptom

The metrics don't tie.

Sales by location, by product, by entity, by month — exist somewhere, in three reports, with three answers. Reconciliation is a person. Operational dashboards are a screenshot in a Slack channel. The business is profitable but the picture is blurry.

P.04 Symptom

The tools were bought one fire at a time.

A POS system because the old one died. A field app because the techs needed something. An inventory tool because Excel finally broke. None of them were chosen as a stack. They were chosen as a patch. Now they don’t talk and the bridge is a person.

What We Deploy Here

All four capabilities, mapped to the work.

You probably need two or three of these on day one. We tell you which on the audit call.

Stack

A non-exhaustive list.

Where we don’t already know your platform, we ramp in 1 to 3 weeks and quote that ramp honestly. We’ve never told a prospect their stack was too weird to work with.

ERP & accounting

QuickBooks Online, Xero, Sage Intacct, NetSuite (limited)

POS & retail

Square, Lightspeed, Toast, Shopify POS

Property & PM

AppFolio, Buildium, Yardi (read-only), Stessa

Inventory & ops

Cin7, Katana, Sortly, Airtable

AI core

Anthropic Claude, OpenAI, Google Gemini

Automation

Make.com, n8n, Supabase, Airtable, NocoDB

FAQ

What operators ask us before they hire us.

Q.01 Our business is unusual. Does this still work?
Probably yes, and we'll tell you in writing if it doesn't. Most 'unusual' businesses we meet are just operationally complex — multi-entity, multi-location, multi-product — running on a stack that grew one fire at a time. The architecture is what's missing, not the industry expertise. We've shipped against multi-LLC holding companies, mixed-vertical owner-operator portfolios, and businesses where the founder is the system. If we genuinely don't have the chops for your stack, we'll say so on the call and refer you to someone who does.
Q.02 Do we have to throw out the patchwork we already built?
No. The patchwork is information about how the business actually works. We do a one-week diagnostic, draw the current stack on one page, and tell you which pieces to keep, which to wire together, and which to retire. We've talked clients out of rebuilds. We've also told clients that the patchwork is genuinely beyond saving and recommended a clean architecture instead. Either answer comes in writing with a number attached.
Q.03 Where does our data live?
In your accounts, your databases, your domains. Default is Supabase or Airtable hosted in the region your contracts require. Self-hosted NocoDB when residency rules or strong preference call for it. Make.com or n8n cloud for orchestration; n8n self-hosted when you need it. Nothing routes through us. We can walk a security reviewer through the architecture in 20 minutes.
Q.04 How long until something works?
Three weeks for first relief, six to eight for full deployment depending on how patchworked the current stack is. The three-week mark is where the highest-pain workflow starts running with new wiring. Full cutover is six to eight weeks. If we can’t ship inside two months, we owe you a written explanation and probably a smaller scope.
Q.05 Will this replace anyone on our team?
No, and we won't pretend otherwise. The hours we delete are the ones nobody chose to do — multi-entity reconciliation, hand-allocating expenses, copy-pasting between three platforms, formatting reports for the bank. Most clients re-deploy people to revenue-side work or finally hire the role they've been putting off. If you want a hidden headcount cut, we're the wrong vendor.
Next step IND.06.99

Tell us how your business actually works.

The three LLCs, the five locations, the two product lines that share an inventory but don’t share a P&L. We’ll draw your current architecture on one page and tell you what we’d build first.