Real Estate & Proptech
We build software for property firms: CRM, listing management, deal pipelines and valuation tooling. Our own Nigraan product is a CRM used by property dealers in Pakistan, with AI that generates listing reports and descriptions and predicts property values from historical transaction patterns.
Property businesses run on relationships and local knowledge, most of which lives in individual agents' heads rather than in any system. A firm with several agents often has no shared view of what is available or where a deal has reached.
Valuation has the same problem. An experienced dealer prices from memory of comparable sales. The judgment is real, but it does not transfer to a junior agent and it cannot be checked.
What tends to be hard
Knowledge held by individuals
When listings, buyers and deal history live with one agent, the firm carries the risk of that agent leaving.
Valuation that cannot be explained
Analyzing historical transaction patterns puts pricing reasoning in reach of every agent, which is what Nigraan does.
Repetitive document production
Listing reports and property descriptions get rewritten constantly from data the system already holds.
Commission and pipeline visibility
Firms need to see who is working what, and what each closed deal owes, without asking.
FAQ
Real Estate & Proptech — questions
- Can AI predict property values accurately?
- It can produce well-reasoned estimates from historical transaction patterns, which is what Nigraan does. We build these with an evaluation set so accuracy is a measured number rather than an impression, and we present output as an estimate for an agent to apply judgment to.
- Do you build for agencies or for portals?
- Both, though the problems differ. Agency work is CRM, pipeline and valuation. Portal work is search, listing quality and matching at scale.
- Can you generate property descriptions automatically?
- Yes, from the listing's own attributes. Nigraan does this so agents stop rewriting the same paragraph, and the output stays grounded in the actual specification rather than inventing features.
Before you commission anything
All insightsTell us what you are trying to build.
A thirty-minute call is usually enough to tell you whether we are the right firm for it. If we are not, we will say so and point you somewhere better.
Or reach us directly: [email protected] · +1 321 335 0265