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Industries · Real Estate

Real Estate software development,from search to close.

Search, CRM, valuation assists, and transaction workflows — shorter paths from browse to signed contract.

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01 / US transactions

$3.7T

02 / Start online

90%

03 / PropTech funding

30%

04 / IML shipping

8+ yrs

Real Estate demand drivers

Pressures real estate teams are under — and where AI helps.

  1. 01 · Driver

    Lead scoring

    Teams in real estate prioritize lead scoring — we scope roadmaps and AI features around measurable outcomes in this area.

  2. 02 · Driver

    Search UX

    Teams in real estate prioritize search ux — we scope roadmaps and AI features around measurable outcomes in this area.

  3. 03 · Driver

    Valuation assists

    Teams in real estate prioritize valuation assists — we scope roadmaps and AI features around measurable outcomes in this area.

Real Estate solutions

Software we ship for real estate operators and product leaders.

  1. 01

    Search & listings portals

    Search & listings portals integrated with your core systems and instrumented for the compliance posture Real Estate teams expect.

  2. 02

    Agent CRM & MLS tools

    Agent CRM & MLS tools scoped around measurable KPIs in Real Estate — with runbooks your operators can follow after launch.

  3. 03

    Valuation & CMA engines

    Valuation & CMA engines shipped in demo-ready slices so stakeholders can validate workflows before full rollout.

  4. 04

    Transaction management

    Transaction management designed for auditability, access control, and handover documentation from day one.

  5. 05

    Property management

    Property management integrated with your core systems and instrumented for the compliance posture Real Estate teams expect.

  6. 06

    Investor dashboards

    Investor dashboards scoped around measurable KPIs in Real Estate — with runbooks your operators can follow after launch.

Pair with our AI solutions and engineering services for program-scale delivery.

Real Estate AI layer

Intelligence for real estate that survives review — not demos.

  • 01 · AI

    Lead scoring

    Lead scoring with evaluation harnesses, human review, and monitoring tuned for Real Estate risk profiles.

  • 02 · AI

    Valuation models

    Valuation models deployed with guardrails, fallbacks, and cost controls — not experimental prompts in production.

  • 03 · AI

    Document AI

    Document AI validated against Real Estate data realities before end users see automated decisions.

  • 04 · AI

    Virtual staging

    Virtual staging paired with observability and rollback paths your on-call team can act on.

Stack & proof

Built for your stack.Shown in shipped work.

From Real Estate programs to cross-vertical platforms — the technologies below reflect what we deploy most often, alongside engagements you can review in our portfolio.

See more work

Platforms & tools

  • React
  • Next.js
  • Node.js
  • Python
  • TypeScript
  • PostgreSQL
  • AWS
  • Docker
  • Kubernetes
  • GraphQL
  • Flutter
  • Figma

Selected engagements

A glimpse of what we ship

Full portfolio
Why Real Estate teams pick IML

A partner built for real estate delivery with measurable outcomes.

  1. 01 · Edge

    AI-first delivery since 2018

    Eight years shipping products with applied AI — not slide decks. We pair model work with production UX, APIs, and observability.

  2. 02 · Edge

    Regulation-aware by default

    Audit trails, access control, and documentation your security and compliance teams can hand to reviewers without translation.

  3. 03 · Edge

    Prototype → production path

    A working slice on your data in weeks, then a validated rollout cadence your stakeholders can track.

  4. 04 · Edge

    Offshore value, onshore clarity

    India-based engineering with US/EU-friendly communication, demos, and written decision records every sprint.

See how we work for how engagements run.

Real Estate questions

Answers for leaders scoping the next real estate build.

  • Yes. We combine domain research with your data and workflows in discovery — then ship a prototype on a real pathway in weeks.

  • Access control, audit logs, encryption, and documentation are architectural defaults — scoped to your regulatory envelope at kickoff.

  • We integrate via APIs, events, and batch pipelines with ERP, CRM, and legacy cores — overlay-first unless you want a greenfield build.

  • A focused MVP or rapid POC is typically four to ten weeks depending on integrations and compliance depth.

Let's build

Turn your roadmap into living AI products.

Tell us what you want to launch — we’ll outline a practical path from first prototype to production, with milestones you can track and no forced long-term contract.

[email protected]
Book a discovery callWhatsApp us

Response time

Under 1 business day

Confidentiality

NDAs on request

First prototype

Often within a week