5 CRE Broker Workflows That AI Makes Faster (Without Replacing You)

The question brokers ask about AI is usually the wrong one. "Will it replace me?" is less useful than "What does it do better than I do, and what does it do worse?" The honest answer to the first question is: not soon, and not for the judgment-intensive parts of the job. The honest answer to the second question reveals where AI actually earns its keep.

Here are five workflows where CRE brokers see the most immediate and measurable time savings.

1. Lease review before heads of terms

Before agreeing heads of terms on an assignment or subletting, a broker needs to review the existing lease for clauses that affect the deal — alienation provisions, break rights, rent review mechanisms, alterations consents, and yielding-up obligations.

A standard institutional lease runs to 80–120 pages. Manual review takes 60–90 minutes per lease for an experienced broker, longer for a junior. AI can extract the key commercial terms in 5–10 minutes, producing a structured summary covering:

• Permitted use and any restrictions
• Alienation provisions (assignment, subletting, sharing occupation)
• Break clause mechanics and conditions
• Rent review type, dates, and assumptions
• Dilapidations and reinstatement obligations
• Service charge provisions and any cap

The broker reviews the summary, spots the commercial risks, and advises the client. This alone is a 60–75 minute saving per transaction.

2. Heads of terms drafting

After a site visit and initial negotiation, converting the agreed commercial terms into a structured HoT document is administrative work. AI can produce a first draft that:

• Includes all standard RICS heads of terms fields (parties, property, term, rent, review, break, alterations, use, assignment, costs)
• Applies the agreed terms from the broker's notes
• Flags where agreed terms are ambiguous or missing
• Produces a document the solicitor can work from directly

The broker reviews, amends, and signs off. Time saving: 30–45 minutes per deal.

3. Client briefing notes

For every new letting instruction, brokers produce market information for clients: comparable rents, market conditions, demand indicators, typical lease terms in the submarket. These notes inform pricing decisions and set client expectations.

AI can produce a structured first draft of a client briefing note based on the property details, the broker's notes on recent comparables, and market context the broker provides. The broker adds their market insight, adjusts the tone, and sends. Time saving: 45–60 minutes per instruction.

4. Scott Schedule preparation for dilapidations

As covered in our earlier article on dilapidations, preparing a draft Scott Schedule — the standard format for a dilapidations claim — involves extracting lease obligations, cross-referencing inspection findings, and estimating costs.

AI reduces the preparation time for a first-pass Scott Schedule from several hours to under an hour, by:

• Parsing the lease to extract all repairing, decorating, and reinstatement obligations
• Mapping the surveyor's inspection findings against those obligations
• Applying standard cost rates to each item
• Producing a formatted table ready for surveyor review

The surveyor adjusts and certifies. The lawyer reviews and serves. The broker manages the process.

5. Enquiry responses and client communications

Commercial lettings generate substantial correspondence: landlord enquiries about prospective tenant covenants, solicitor queries, client questions about market conditions and deal progress.

AI drafts routine responses — status updates, acknowledgements, standard enquiry responses — that the broker reviews, amends, and sends. For detailed occupational requirement enquiries from tenants, AI structures the response to ensure all points are addressed.

Time saving: 20–30 minutes per transaction per week on routine communications.

What the time adds up to

A CRE broker completing 25–30 transactions per year, with each transaction involving all five workflows, could realistically recover:

• Lease review: 25–30 hours per year
• HoT drafting: 12–15 hours per year
• Client briefings: 18–25 hours per year
• Dilapidations: 10–15 hours per year
• Communications: 25–35 hours per year

That is 90–120 hours per year — roughly three working weeks — returned to business development, site visits, and client relationships. The ROI calculation for an AI tool at £100–200 per month is not difficult to make.