Availability chaos at peak
Unit status living in spreadsheets meant double-promised apartments and broker distrust — during the exact hours trust converts to bookings.
Case StudyReal Estate
A Dubai Developer: Launch-Day Infrastructure for Off-Plan Sales
Off-plan launches in Dubai compress months of demand into days. We built a developer’s launch infrastructure — project microsites with unit-level availability, instant lead capture and routing, and a broker portal — so that launch-day interest converts into allocations instead of chaos.
At a Glance
- Client
- Property developer — Dubai
- Industry
- Real Estate — off-plan
- Engagement
- Launch platform + broker portal
- Peak moment
- Launch weekend traffic spikes
- Core target
- Interest to allocation, fast
Background
The Context That Made This Worth Building
An off-plan launch is a controlled stampede: campaign spend peaks, thousands of buyers and hundreds of brokers converge in the same 72 hours, and the sales team allocates units in real time. The developer’s previous launches ran on landing pages that buckled, spreadsheets of unit availability emailed between teams, and broker WhatsApp groups where “is 1204 still available?” had three different answers.
The Challenge
The Pain Points That Started It
Everything about a launch punishes weak infrastructure — at the worst possible moment.
Leads outrunning the sales team
Launch campaigns generate thousands of enquiries in hours; unrouted, they cool in inboxes while spend keeps running.
Brokers flying blind
The channel that sells most off-plan had no live inventory view, no collateral hub, and no clean way to register clients first.
Discovery
Understanding Before Building
We debriefed the previous launch hour by hour with sales, marketing, and broker relations: where availability broke, which leads were lost, and what brokers complained about. The single point of failure was obvious — no live, authoritative unit inventory that every surface (site, sales team, brokers) read from.
Client-registration rules — who gets credit for a buyer, in what order — turned out to drive broker behaviour more than commission rates. Codifying those rules fairly in the portal became a trust feature, not an admin detail.
The Solution
What We Designed and Built
One inventory truth, three surfaces reading from it.
Project microsites with live availability
Fast, campaign-ready project sites with unit-level availability, floor plans, and payment plans — built to hold launch-day traffic spikes.
Lead engine for launch volume
Capture from every campaign source, instant routing by language and priority, and an AI responder holding conversations until a salesperson takes over.
Broker portal
Live inventory, collateral downloads, client registration with codified first-claim rules, and allocation status — the broker channel finally on rails.
Scope Delivered
Everything That Shipped
- Project microsite framework (AR/EN)
- Unit-level live availability & floor plans
- Launch-spike load architecture
- Instant lead routing & AI first-response
- Broker portal with client registration rules
- Collateral & payment-plan hub
- Sales allocation dashboard
- Campaign source tracking end to end
Implementation
How the Build Ran
- 1
Launch post-mortemWeeks 1–2
The previous launch reconstructed hour by hour; the inventory-truth architecture agreed with sales leadership.
- 2
Inventory & micrositesWeeks 3–6
Unit inventory core and the microsite framework built and load-tested against launch-day traffic models.
- 3
Lead engine & broker portalWeeks 6–9
Routing, AI first-response, and the broker portal with registration rules reviewed by the broker council itself.
- 4
Launch rehearsal & liveWeeks 9–10
Full dress rehearsal with simulated load and allocations — then the real launch on infrastructure that had already survived one.
Stack
- Next.js
- Node.js
- PostgreSQL
- OpenAI
- Vercel
Results & ROI
What It Delivered
1Availability truth across all surfaces
SecondsLead capture to routed owner
100%Launch uptime under peak load
~10 wksPost-mortem to launch-ready
- Launch weekend ran on live data — no double-promised units, no spreadsheet reconciliation calls
- Campaign leads answered in seconds by AI and owned by sales in minutes, while spend was still converting
- Brokers worked from live inventory with fair, codified registration — channel trust as a feature
- Management watched allocations move in real time instead of assembling the picture days later
Launches reward preparation disproportionately: the same campaign spend, the same project, and the same sales team produce materially different results when the infrastructure holds. The rehearsal mattered — by the time real buyers arrived, the platform had already survived a simulated launch, and the team spent the weekend selling instead of firefighting.
Takeaways
What This Project Teaches
Inventory truth is the whole game
Every off-plan failure mode traces back to availability ambiguity. One authoritative record, many readers — nothing else works at launch speed.
Broker trust is engineered
Fair, visible registration rules did more for broker enthusiasm than any commission tweak.
Rehearse the stampede
A simulated launch found the weak points while they were cheap to fix.
Before You Ask
What Readers Usually Want to Know
Will the site hold up on launch weekend?
That is the requirement it is built against, not a hope. Launch traffic is modelled and load-tested before go-live, and the architecture is designed for the spike rather than the average day. We also run a full rehearsal — simulated load and simulated allocations — so the platform has already survived one launch before real buyers arrive.
How do brokers get access, and how are client registrations handled fairly?
Through a portal with live inventory, collateral, and client registration rules written down and applied consistently. In our experience the fairness of those first-claim rules drives broker enthusiasm more than commission adjustments do — ambiguity is what damages the channel, so codifying the rules is as much a trust feature as a technical one.
How far ahead of a launch do we need to start?
Early enough to rehearse, which in practice means starting while the project details are still being finalised rather than in the final weeks. The inventory model and lead routing can be built before final pricing exists; what cannot be compressed is the testing and the dress rehearsal, and those are exactly what protect the launch.
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