AI agents for Real Estate.
Production-grade agents engineered for real estate and proptech.
SmartDuke builds ai agents for real estate and proptech — systems that autonomously complete multi-step workflows that previously required human orchestration. Real estate is data-rich and tooling-poor. The platforms that ship genuine AI leverage — not just chatbot wrappers — are taking outsized share. Our approach: Eval coverage on every loop, observability into every tool call, and explicit guardrails around action surfaces before the agent ever touches production.
The problems
we keep solving.
Real estate is data-rich and tooling-poor. The platforms that ship genuine AI leverage — not just chatbot wrappers — are taking outsized share.
Property research takes hours per deal
Comparables, lot history, zoning, and market analysis require pulling data from a dozen sources for every property of interest.
Document-heavy transactions are slow
Disclosures, contracts, and financing documents are dense and easy to miss critical details in.
Buyer demand for 24/7 availability outpaces agent capacity
Modern buyers expect instant responses; agents have finite hours and lose deals to the first responder.
Three things we'd build
first.
Concrete starting points for ai agents in real estate and proptech. We pick the one with the highest leverage and the cleanest measurement story.
- Idea 01
Property-research agent that pulls comparables, lot history, and market analysis in seconds
- Idea 02
Offer-analysis copilot that highlights non-standard clauses, risks, and negotiation levers
- Idea 03
Document-summary RAG that turns disclosure packets into actionable bullet lists
Production-grade,
from day one.
We use planner-executor, ReAct, or supervisor-worker loops depending on the problem shape — and resist multi-agent orchestration when a single-agent loop solves it.
Evals before launch.
Every loop, tool call, and structured output is graded with a frozen test set and an explicit rubric. Failed evals block the deploy.
Telemetry from day one.
Traces, latency budgets, token costs, and error rates wired up before the first user touches the system.
Guardrails as architecture.
Input validation, output verification, escape hatches, and human handoff paths designed in — not bolted on after incidents.
Boring stack on the edges.
Cutting-edge model in the middle. Reliable infrastructure around it. Stability where it earns its place.
- ×Runaway loops on ambiguous inputs
- ×Tool-call failures invisible to standard APM
- ×Context truncation as conversations grow
- ×Hallucinated actions when grounding is weak
Common questions.
01How long does it take to build ai agents for Real Estate?
How long does it take to build ai agents for Real Estate?
Discovery is one week. A working prototype (Spark) is 2–3 weeks. Full production Build for real estate and proptech typically runs 8–12 weeks depending on data complexity, integrations, and compliance scope. We commit to a precise timeline at quote stage.
02What does pricing for ai agents typically look like?
What does pricing for ai agents typically look like?
Every engagement is scoped to outcomes, not hours. Discovery starts in the low four figures. Spark and Build are priced per project. Embed retainers are monthly. We return a quote within 24 hours of inquiry.
03Can you take over an existing agents project that's stalled?
Can you take over an existing agents project that's stalled?
Yes — it's a common engagement. We review what's there, tell you honestly what stays and what we'd rebuild, then ship it to production. Real Estate engagements often start this way.
04What's different about your approach to ai agents?
What's different about your approach to ai agents?
Eval coverage on every loop, observability into every tool call, and explicit guardrails around action surfaces before the agent ever touches production. We hold the same engineering bar across every engagement, regardless of industry — but the specifics for real estate and proptech are tuned to your trends and pain points.
Same capability, different industry.
Same industry, different capability.
Have an AI product
that needs to ship?
Tell us where you are — early concept, broken prototype, or scaling something that already works. We'll come back within 24 hours with a take and a quote.