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Real estate operations

An AI crew that runs the repeat work

For a real estate team, a set of AI agents that handle the repeat work: research, content, and reporting, each running on a schedule and supervised from one place.

Anonymized client build . NestPilot HQ

An AI crew that runs the repeat work product screen

The challenge

The work that grows a real estate business is relentless and repetitive: market and competitor research, listing copy, content for every channel, investor updates, performance reporting. It’s too much for the team to do by hand every week, but too judgment-heavy to hand to a generic automation tool. They needed help that worked like staff, not a one-off script that breaks the moment anything changes.

How we solved it

We built a platform where the team assembles a set of AI agents, runs them, and supervises the results. The system runs across four connected screens.

Mission Control screen

Mission Control

the home screen. Type what you need done, hit run, and watch active runs, an up-next schedule, and live activity in one feed.

Pipeline Builder screen

Pipeline Builder

a visual canvas for connecting individual AI skills into a multi-step run (research, then write, then design, then package), with a panel to configure each agent.

Run History and Output Log screen

Run History and Output Log

every run from every source, filterable by skill or trigger, with saved outputs and the sources each one drew from: a full record of the agents’ work.

Skill Detail screen

Skill Detail

each agent has a profile showing how it works, the tools it connects to, its progress over time, and its recent runs. The agents are managed like team members.

How AI is integrated

This isn’t software with an AI feature bolted on. The workers are the AI. Every skill is an agent with a defined job, and the platform is how the team manages them:

Why it matters

A weekly grind becomes a set of agents that run on a schedule and report back for review. Research, content, and reporting that used to eat days now ship on time, with a person stepping in only where judgment actually matters.

Outcome metrics available on request, once the client’s numbers are cleared for publication.

A system that’s yours.

Build yours next.

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