// our work · case study · sqm architects

How SQM Architects reclaimed 40 hours a month.

A Melbourne architecture firm working with property developers replaced three disconnected tools with one custom AI system they own.

Client SQM Architects Sector Architecture · property development Location Melbourne System Custom AI ops build
City towers at dusk — the property development world SQM Architects works in
$18K+saved per year
40+ hrsback every month
3 → 1tools consolidated
<$50running cost / month
// where they started

Three good tools that made more work.

SQM was running a per-seat CRM, a manual feasibility process, and a lead-qualification workflow that depended entirely on the principal checking their inbox.

Good tools individually — but together they created more admin than they saved. Information lived in three places. Nothing talked to anything else. And every after-hours enquiry waited until someone was back at their desk.

// what we built

One system, built around how they work.

We brought everything into a single AI operations system:

  • Automated feasibility analysis that pulls Victorian planning data
  • Intelligent lead qualification that responds and books meetings
  • Subdivision screening built into the same workflow
  • A single dashboard replacing three separate logins
diff — sqm-architects/before..after
3 subscriptions, 3 logins, a spreadsheet bridging them 1 system they own — code, data and IP
after-hours enquiries waiting overnight in an inbox qualified and booked automatically, any hour
feasibility gathered by hand, half a day at a time first-draft feasibility assembled in minutes
// what changed

The numbers, and the part that mattered more.

The system saved $18K+ in the first year and gave the team back 40+ hours a month. Three tools became one, and the whole thing runs for under $50 a month.

But the outcome the principal keeps coming back to isn’t the money. It’s that the team actually uses it — because it was built around how they work, not the other way around.

results — sqm-architects
PASS sqm-architects · recorded outcomes
annual_software_costs: "$18K+/yr saved"
admin_time_recovered: "40+ hrs/month"
tools_consolidated: "3 → 1 system"
running_cost: "under $50/month"
// 4 passed, 0 failed.▊
We replaced 3 SaaS tools with one custom system and saved $18K in the first year. But honestly, the time savings matter more than the money. The team actually uses it because it was built around how we work — not the other way around.

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