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whitepaper

How One Real Estate Platform Launched Agentic AI in 10 Weeks.

A time-to-value playbook for VPs of Product who need agents in production this quarter, not next year.

In depth

Your roadmap promised agents by Q1.

01

Agentic AI is the most over-promised technology category since blockchain.

02

In real estate specifically, the use cases are obvious.

03

Most teams we audit have built the wrong thing.

The detail

The 10-week program that gets you there.

Zone · 01

Weeks 1–3 Workflow selection and instrumentation

The most expensive mistake teams make is choosing a workflow before instrumenting the current state. Without instrumentation, you cannot prove the agent helped.

Zone · 02

Weeks 4–7 Tools

schemas, and observability

Agents are only as good as their tools. Every tool gets a schema, a test, a failure response, and a cost estimate.

Zone · 03

Weeks 8–10 Narrow launch behind a confidence gate

The first launch covers ten percent of traffic. The agent only acts when its confidence is above a threshold.

By the numbers

The figures that make it a board-level conversation.

10 weeks
Time-to-launch
28 ppt
Inbound leads handled by agent
7 ppt
Qualified-lead-to-tour conversion
Inside the report

What you'll take away.

01

Workflow selection and instrumentation

The most expensive mistake teams make is choosing a workflow before instrumenting the current state.

02

Tools, schemas, and observability

Agents are only as good as their tools.

03

Narrow launch behind a confidence gate

The first launch covers ten percent of traffic.

Questions

Frequently asked.

We already have a chatbot. Is this the same thing?
How do we make sure the agent does not embarrass us?
What stack do you use?
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Next step

The first agent ships in 10 weeks with measurable customer impact.

Talk through how this applies to your roadmap with our engineering leads - a working session, not a sales pitch.

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