Can AI give legal advice on my transaction?

No. We build assistive drafting and retrieval; licensed attorneys and brokers remain accountable for advice, filings, and client communications.

How do you reduce Fair Housing and advertising risk?

Approved phrasing packs, monitoring for exclusionary language, human review on listings and campaigns, and escalation paths—not autonomous public posts.

What is a strong first CRE or brokerage pilot?

Internal OM and offering memo drafting from your prior deals library with redaction rules—measured lawyer hours saved, not raw lead spam.

Will this access MLS or recorder data automatically?

Only through integrations and licenses you approve. We do not scrape restricted feeds without contractual coverage.

PLACE

AI for real estate without fantasy valuations

Transactions stack paper: disclosures, leases, diligence requests, and repetitive resident questions. Useful AI cites your forms library, prior redlines counsel approved, and portfolio operating manuals—then flags when a clause looks non-standard. We build brokerage and investor team copilots, property management resident assist, construction RFIs tracking language, and research memo accelerators. We do not fabricate comparables or autonomously bind you to contract terms.

Deals teams draft first-pass memos from structured data and document packs SMEs validate
PM operations answer maintenance and policy FAQs with links to house rules and vendor SLAs
Construction and development groups track submittals and RFIs with searchable histories

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We align with RESPA marketing norms, provincial brokerage rules, and your broker-of-record policies—not generic LLM prompts.

Sourced

Citations to deal and policy documents

Counsel gate

Legal language reviewed before reliance

Fair Housing aware

Review workflows on public listings

Licensed data

MLS and recorder access per contract only

RISKS

PropTech AI missteps

Pitfalls

Invented square footage, non-compliant ads, confident investment advice without suitability, and ingestion of competitor MLS data without rights.

Better path

Grounded RAG, broker review queues, integration through licensed APIs, and clear “not professional advice” boundaries on consumer chat.

PATTERNS

Where teams win

1) Lease and contract abstraction assist

Key dates, options, and non-standard flags for lawyers to confirm—not autonomous filing.

2) Diligence and disclosure support

Checklists, missing attachment prompts, and cross-references to your precedent deals.

3) Resident and tenant services

Policy-grounded answers and work order triage language with escalation to staff.

4) Investment and lending narrative assist

Draft sections from numbers analysts validate; no promised IRRs the model invented.

5) Facilities and capital projects

Warranty, OEM, and capex document retrieval for engineers and asset managers.

Legal doc patterns Portfolio RAG

GOVERNANCE

Brokerage and privacy

PII redaction in prompts where possible, retention aligned to transaction law, and regional advertising rules baked into review templates.

FAQ

Transaction Q and A

Legal advice?

No—assistive retrieval and drafting only.

Fair Housing?

Review packs and monitoring on listings.

First pilot?

Internal memo drafting from redacted precedents.

MLS data?

Only licensed integrations you approve.

Launch a document-savvy real estate AI pilot

Share asset types, jurisdictions, and systems—we propose pilots counsel and brokers can accept.

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