Sell the inventory you actually have
Most revenue leakage in property is informational. An available unit is already sold but not marked, a buyer asked about a floor plan that no longer matches, or an enquiry sat unworked for two days. We build the system that keeps inventory and pipeline honest.
Real Estate, operationally.
Real estate businesses hold their value in three places at once: the inventory, the pipeline, and the physical project. Information moves between them slowly, usually by spreadsheet, and the consequences show up as unsold stock and lost enquiries.
Availability on the website, in the CRM and at the site differs, so buyers are shown units that are already reserved.
A lead arrives from a portal, calls, and messages on WhatsApp, and none of it reaches a shared timeline.
Construction and fit-out progress is tracked in site meetings and photo folders rather than in the system of record.
Snagging, payments, document handover and possession each have their own checklist and their own owner.
Four shifts that change the working day.
These matter more than the choice of platform underneath them.
Single inventory source
One availability state per unit, consumed by the website, the sales team and the site office alike.
Response speed
Every enquiry acknowledged and assigned automatically, with a first response measured rather than assumed.
Progress recorded where it happens
Site updates captured on mobile at the point of work, so progress reporting is a by-product.
Handover as a workflow
Snag items, payments and documents tracked to completion per unit, with visibility for every buyer.
What we build for Real Estate
Scoped and combined per engagement. These are categories rather than packaged products with fixed pricing.
Inventory and availability management
Units, towers, configurations and pricing with a reservation state that all channels respect.
Lead and site-visit management
Capture from portals and channels, routing, follow-up sequences and visit scheduling.
Site and construction tracking
Daily progress, milestones, snags and contractor records against a schedule.
Customer portal
Buyers see their unit status, payment schedule, documents and handover progress.
How the process gets connected end to end.
The standard shape of a sequence. Real engagements add the steps specific to the organisation.
Enquiry captured
From portal, call or walk-in, with source and requirement recorded.
Lead qualified and matched
Requirement matched to genuinely available inventory.
Site visit scheduled
Slot, unit and attendees confirmed with reminders.
Negotiation and reservation
Terms agreed and inventory state updated atomically.
Handover and possession
Snags closed, payments received, documents issued, unit marked sold.
AI, integration and platform get confused with each other.
They are different decisions with different costs, so we answer them separately.
Where intelligence genuinely helps
Applied to reading, routing, drafting and summarising, with a person accountable for anything consequential.
- Enquiry understanding Extracting budget, location, configuration and timeline from free-text and portal forms.
- Matching recommendations Suggesting units against stated requirements, with the reasoning shown to the agent.
- Document extraction Reading agreements, payment schedules and ID proof into structured records.
- Follow-up drafting Preparing context-aware follow-ups for human review and sending.
What has to be connected
The systems the organisation already depends on, and the translations between them.
- Portal and listing feeds Inbound leads with source attribution and deduplication.
- Payment gateways and banking Booking amounts, instalments and reconciliation.
- Messaging channels WhatsApp and SMS threads attached to the customer record.
- Accounting and ERP Bookings, revenue recognition inputs and GST reporting data.
The non-functional ground worth getting right
None of this appears on a requirements document, yet it decides whether the system is still usable and supportable in three years. We raise it early rather than discovering it late.
Reservation integrity
Concurrent booking attempts cannot oversell a unit.
Role-based visibility
Sales, site and finance see the fields relevant to them.
Document vault
Agreements and certificates stored against the unit, not in someone’s inbox.
Reporting
Inventory ageing, funnel velocity and collection status from one dataset.
What Real Estate teams usually begin with
Scoping starting points rather than a catalogue. Most engagements open with one of these and widen once it is proven.
Availability sync across portals
Enquiry response tracking
Site milestone reporting
Payment collection and receipts
Snag and handover tracking
Inventory ageing analysis
Tell us where real estate gets stuck.
Describe the constraint rather than the requirement. We will tell you what is technically feasible, what is operationally hard, and what we would do first.