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The AI Cabinet

A shared-living group operating in the US, Canada and London

Three brands, one platform, one team 

Three regional shared-living brands were each heading for their own system. We ran one product across all three instead, with regional differences handled as configuration rather than as three codebases.

on a single backend, deployed three times
~4,000 rooms

What was happening

Three brands across the US, eastern Canada and western Canada, plus a London operation, all growing at once and all wanting their own tooling. The group was moving roughly CA$5M of rent a month through a mix of a legacy system, spreadsheets and about twenty separate payment accounts. Every brand that built its own stack would have tripled the maintenance bill and split the operating data.

What we did. 

  1. 01

    Ran the technology programme across all three brands as one roadmap rather than three, with a single core product deployed three times.

  2. 02

    Specified the modules that mattered operationally first: bookings, inventory, move-in and inspection, move-out notice, and reconciliation across the payment accounts.

  3. 03

    Wrote requirements as build-ready user stories so the delivery team could execute without a translation layer, and locked the spec before design rather than after.

  4. 04

    Put a release-notes discipline in place so leadership could see what shipped each cycle, which is what kept the programme funded.

  5. 05

    Separated lease end date from notice-based move-out date, a one-line data model change that had been causing inventory to be wrong for months.

on a single backend, deployed three times

~4,000 rooms

Where it landed

  • One backend serving three brands and four geographies, with regional behaviour as configuration.
  • Inventory accuracy fixed at the data model rather than patched in reporting.
  • A visible shipping cadence that survived a change of leadership attention.

What we are not claiming

This was a programme role over more than a year, not a 30-day build. It is here because it is the clearest example of what we mean by choosing the boring architecture on purpose.

Something like this? 

Thirty minutes. No deck. Sometimes the answer is that you do not need us, and that is a short call.

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