// 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.
Sammi Lian, Principal Architect — SQM Architects

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