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AI workflows for real estate,
built on Claude.

Custom agents on the Claude Agent SDK, wired to the tools your firm already runs. Brokerages, investment firms, property managers, developers, and law firms. The repeatable work runs itself. Your team owns the judgment.

Meet Marc Virtal

Our AI Chief of Staff.
A working example of what we ship.

Marc handles email, voice calls, SMS, calendar, contacts, files, and money tools for the founder of Real Estate AI Studio. He runs on a custom-built agent stack we wrote on the Claude Agent SDK, with Anthropic’s Opus 4.8 driving the reasoning loop and tuned policies controlling what he can do without sign-off.

Every agent we ship for clients is shaped from this same playbook. Different tools, different policies, different voice, same engine. If Marc can be trusted to run a founder’s day-to-day, your agents can be trusted to run lease abstraction, deal screening, draws, or matter dashboards.

24/7
on call
8
tools wired in
Opus 4.8
reasoning model
Marc · Live
The engine · Claude Agent SDK

We build on the most capable agentic foundation available.

Anthropic’s Claude Agent SDK gives every Real Estate AI Studio engagement the same primitives: tool use, sub-agent orchestration, persistent memory, guardrails, and audit logs. We do the integration work. You get an agent that thinks like your senior associate and reports to you like your most reliable analyst.

01

Opus 4.8 reasoning

Best-in-class agentic model for the long-context, document-heavy work that defines real estate. Matches a senior associate on lease abstraction, NDA review, redline summarization, and title commitment review in our blind tests.

02

Native tool use

Every agent we ship is wired to your real systems: document management, CRM, billing, calendars, e-signature, title portals. No hand-offs. No copy-paste. The agent operates in the tools your team already uses.

03

Memory and audit

Persistent memory across interactions. Full audit logs delivered to your SIEM. Every decision the agent makes is traceable to inputs, model version, and policy. General counsel and risk leadership get a clean read on day one.

Workflows we ship

One agent. One workflow. One trained owner.

Each engagement is scoped to a single workflow. Named tools, signed-off policies, a partner on the hook for every output. We name the build window and the price in the Statement of Work.

Brokerages

Lead intake and qualification

Inbound forms, ad campaigns, and partner referrals collide with a tired round-robin. We replace it with a scoring agent that reads each lead, enriches against your CRM, and pages the right broker in Slack with talking points.

Build: 4 to 6 weeksPilot: one office or one campaign
Investment firms

Deal screening and IC memo drafts

Offering memos land in a folder. Claude pulls the rent roll, T-12, and submarket comps into a structured object. A second agent drafts the screening memo against your template. Analyst opens, edits, and ships.

Build: 6 to 8 weeksPilot: one strategy or one fund
Property managers

Resident operations copilot

Maintenance triage, work order routing, vendor follow-up, after-hours leasing inquiry, owner reporting. Triage handles the noise. The regional team focuses on exceptions. Renewal pipeline runs on autopilot.

Build: 6 to 8 weeksPilot: one region or one property type
Law firms

Real estate practice agents

Ten workflows we deploy for AmLaw real estate practices: lease abstraction, title and survey review, closing checklist, due diligence, NDA review against playbook, LOI/PSA first draft, estoppel review, loan document review, redline summaries, matter status dashboard.

Build: 90 days for the first 3 agentsPilot: one practice group
Developers

Project operations agents

Entitlement tracker, RFI and change-order management, draw package coordination, lender and partnership reporting. The development manager stops drowning in admin and gets back to relationships.

Build: 6 to 10 weeksPilot: one active project
All sectors

AI workflow audit

Two-week diagnostic. We map every recurring workflow, score by ROI and fit, and produce a prioritized backlog with named tools, model picks, and a build estimate per item. No retainer required.

Deliverable: written audit + 30 minute review
Custom engagements

Bespoke advisory and custom agent builds.

If your AI challenge does not look like the six above, we will scope it. Common asks: vendor selection, data infrastructure for AI readiness, board-level AI strategy, turnaround diagnostics on stalled internal AI projects, and full department deployments built around the operating cycle (training, written SOPs, customer support, refinement).

Book a discovery call Email Kevin directly
Working with us

What the engagement feels like from your side.

No discovery purgatory, no junior consultants, no deck at the end. Here is the experience, stage by stage.

Day 0 · 30 minutes

The call

You bring one workflow that bleeds time or money. We tell you whether AI moves it — and we tell you when it does not. Either way you leave with a sharper map.

You commit: 30 minutes. Nothing else.
Week 1 · One Day Intensive

Fluent in a day

On site or virtual. We embed with your team, audit your highest-leverage workflows, and ship at least one working AI integration before we leave. Your team operates it that afternoon.

You commit: one day, the people who own the workflow in the room.
Weeks 2–8 · Build

The system goes live

Focused engineering against the SOW. Weekly working sessions, not status meetings. You watch the workflow run on your real data by mid-build, not at the reveal.

You commit: one owner on your side, about two hours a week.
Ongoing · Operate

The metric moves

Monthly performance reviews against institutional benchmarks. We tune until the number moves, then hand you a playbook your team can extend without us.

You keep: the system, the data, the playbook, the trained team.

Not sure which engagement fits?

Book thirty minutes with Kevin. We will scope the right starting point for your firm and walk through a working agent end to end.

Book a discovery call