AI solutions for commercial real estate
Close the gap between what AI can do and what your team can do with it. We help your team get more from Claude and ChatGPT, and build the skills, agents, and applications your work needs.
Your team has been experimenting with AI and seeing what’s possible. We help turn those experiments into dependable ways of getting work done.
Where you might be today
What we help you build toward
Today
A few people are getting real value from AI, but the rest of the team hasn’t found where it fits in their work.
Build toward
More of your team puts AI to use in their daily work, with useful skills and know-how shared across the firm.
Today
You know AI can do more, but the prompts and skills you’ve tried don’t deliver consistent results.
Build toward
AI skills that produce reliable, consistent, accurate results.
Today
AI doesn’t always have the background it needs. You keep reopening old chats, finding documents, or explaining the same things again.
Build toward
A company brain makes your firm’s knowledge, decisions, and project history available to AI, beyond any one person’s chats.
Today
AI helps with individual tasks, but you still have to coordinate every step and keep the work moving.
Build toward
Agents carry work through multiple steps and systems, checking in when your input or approval is needed.
Today
When you get stuck or want to try something new, you don’t always have an AI expert to turn to.
Build toward
AI experts your team can turn to for troubleshooting, practical advice, and help making new ideas work.
Implementation
“We’ve really enjoyed working with the MetaProp Labs team. We’ve had a lot to figure out on this project, and they’ve brought good ideas and helped us keep it moving. They’re easy to work with, and I’d happily recommend them to anyone looking for an AI development partner.”
Andrew Min
SVP, Strategy & Digital Initiatives, RXR
Team Enablement
“Most of us had no strategy and different perspectives on what was important to learn and, eventually, implement in our business. MetaProp Labs' preparation, tools and live sessions created clarity and momentum for our team.”
William Gentile
Managing Director, Sovereign Partners
How the pieces fit
Your people and agents should work from the same company knowledge, follow your firm’s methods, and have access to the systems the work requires.
Whether your team is working in Claude or ChatGPT, or using an agent or application we build, these pieces support the work.
The context behind the work
Company knowledge and memory management: your deals, properties, relationships, and documents, alongside past decisions, their rationale, and lessons from completed work.
The instructions for the work
Your processes, guidelines, templates, and approval rules, expressed as reusable instructions that guide how AI carries out the work.
Access to get the work done
Access to the information and actions the work requires, across email, files, CRM, and other business systems, with agreed permissions and review steps.
An agent reads the deal email and documents, follows your screening skill, and draws on criteria and relevant history in the company brain.
Your team checks the recommendation and supporting information, resolves open questions, and makes the call.
After your approval, the agent updates your deal system and saves the reasoning in the company brain.
We start with a useful piece of work and connect what it needs. You can build this out over time.
Custom implementation
We build agents for specific jobs, from screening deals to preparing reports, and connect them to the tools your team already uses.
Example uses
Forward a deal email and its documents to an agent for screening against your investment criteria.
Ask an agent for a leasing update, with recent activity and outstanding follow-ups pulled from your systems.
Ask a specialist agent to check a rent roll against your property records and flag discrepancies for review.
When your team needs a place to review results and manage the work, we build that application too.
How we help you get there
Get more from the tools you have, build something specific, or work out a plan first. We’ll help you choose a starting point that fits your team and the work you want to do.
Help your team get more from Claude and ChatGPT. Our three-month program uses your actual work to develop useful skills and better ways of working with AI.
Have a job you want AI to take on? We design and build the agents, company brains, applications, and integrations needed to make it work.
Work out where AI can make a useful difference, what to prioritize, and what your firm needs to put it into practice.
Get expert help when you’re stuck, exploring a new use case, or improving something you already use.
Your next step
Bring us a recurring task, a project you want built, or a team that wants to do more. We'll help you work out a useful place to start.