Industries

Real estate and CRE finance

Brokers, owners, lenders and asset managers work from leases, rent rolls, loan documents and a lot of email.The data is scattered and the deadlines are real: maturities, covenant tests and closings.AI is good at reading and sorting the paper.The numbers that drive a decision still get checked against the source.

Risks to plan for

Where this goes wrong

Numbers that drive decisions

Any figure from a lease abstract or rent roll is checked against the source document before it reaches a credit memo or an investor.

Borrower and tenant data

Financials and personal details about borrowers and tenants stay in approved tools only.

Deal confidentiality

Pricing and terms on live deals should not go into tools your firm has not approved.

Fair housing in marketing

Listing and advertising copy written by AI is still covered by the Fair Housing Act.A person reviews it.

Missed dates

Automations that track maturities and notice periods need an owner and a fallback when they fail.

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