It can take over most of the chasing and nearly all of the writing. It cannot take over the parts that carry a legal obligation — verifying who your client is, handling deposit money, and being the brokerage that keeps the records.
Key takeaways
It can take over most of the chasing and nearly all of the writing, and it cannot take over the parts that carry a legal obligation — verifying who your client is, handling deposit money, and being the brokerage that keeps the records. A transaction coordinator’s week is roughly three-quarters follow-up and formatting and one-quarter judgment and duty. Automation is very good at the three-quarters.
Here is the split in detail, and the boundary that decides what stays with a person.
Automates cleanly. Building the file checklist from the agreement type; extracting dates and turning them into deadlines; sending reminders when a condition date approaches; chasing an outstanding document for the fourth time; drafting the status email to the client, the lawyer and the other side; assembling the closing package; summarising a long document into what is missing.
Automates with a person checking. Reading a signed agreement and pulling out the terms — models are good at this and occasionally confidently wrong, and a wrong condition date is a serious problem. Producing a first draft of a commission calculation. Reconciling a document list against what was actually received.
Does not automate. Verifying identity, deciding whether something is suspicious, deciding whether a fact is material and must be disclosed, holding or releasing deposit money, and signing off that the file is complete.
That third group is not a matter of technical difficulty. It is where obligations attach.
This is the clearest line and the one most often missed. FINTRAC’s guidance for real estate brokers, sales representatives and developers makes them reporting entities under the Proceeds of Crime (Money Laundering) and Terrorist Financing Act. The obligations it lists include implementing a compliance programme; verifying the identity of persons and entities for certain activities and transactions; business relationship and ongoing monitoring requirements; obtaining and taking reasonable measures to confirm beneficial ownership information for entities; third-party determinations; politically exposed person and head of international organisation determinations; submitting suspicious transaction reports, large cash transaction reports and large virtual currency transaction reports; and record keeping covering transactions and client identification. FINTRAC has authority to issue administrative monetary penalties for non-compliance.
Two details matter for anyone designing a workflow. Where a sales representative acts on behalf of a broker, the guidance places the requirements on the broker — except suspicious transaction reporting, which applies to both. And FINTRAC’s guidance on methods to verify identity prescribes the acceptable methods, including a government-issued photo identification method, a credit file method and a dual-process method, along with rules for using an agent or mandatary to verify identity on your behalf.
So a tool can collect a document, read it, and flag a mismatch. What it cannot do is be the party that has verified identity under a prescribed method, or form the suspicion that triggers a report. Those sit with people the Act names.
In Ontario, RECO’s TRESA page sets out the legislative structure: the Trust in Real Estate Services Act, 2002 together with O. Reg. 567/05 (General), O. Reg. 579/05 covering educational requirements, insurance, records and other matters, O. Reg. 365/22 (Code of Ethics), O. Reg. 536/20 (personal real estate corporations) and O. Reg. 367/22 (Discipline Committee). Records obligations live with the brokerage, and so does the trust account — RECO publishes separate bulletins on unclaimed money in the real estate trust account and on shortfalls and missing property.
An AI coordinator can maintain the index, tell you a document is missing and produce the file in a tidy order. It cannot be the brokerage that retained the record, and it should not be the only place a record exists. Build the automation so that the system of record stays the brokerage’s system, and the AI writes into it rather than beside it.
Confidentiality applies throughout. RECO’s Bulletin 2.5 prohibits disclosure of confidential client information to a third party without written consent and makes the duty ongoing after the relationship ends; under designated representation, only the named designated representatives may access a client’s confidential information. A shared coordination tool that exposes every file to every agent is a policy decision, not a default to accept.
Where the human sign-off has to sit
Identity verification — the method is prescribed and the obligation named. A tool may collect and pre-check; a person completes it.
Suspicion — a suspicious transaction report is a judgment, and for a sales representative it is a personal obligation as well as the broker’s.
Deposit money — trust handling and shortfalls are brokerage obligations with their own rules.
Condition dates and waivers — extracted automatically, confirmed by a person against the signed document before anything is diarised.
The version that works is narrow and boring. When a firm agreement lands, a workflow creates the file, extracts the parties, the price, the closing date and every condition date, and posts them into the transaction record as a draft. A person confirms the dates against the signed document — this is the only unskippable check — and from that point everything downstream runs: reminders, document requests, escalation when a document is late, and a status update drafted for the client and the lawyer.
Document comprehension is the second win. Summarising a status certificate package or a lengthy schedule into what is present, what is missing and what needs a question is exactly what language models are good at, and it is not advice. BCFSA’s Artificial Intelligence Guideline notes that service providers are beginning to offer AI review of strata documents and produce tailored reports, and warns that the provider may be using that data for other purposes — which is a vendor-selection question, not a reason to avoid the capability.
The third is drafting. Every routine message in a transaction — the reminder, the confirmation, the “we still need” — can be drafted and queued. Sending remains cheap to supervise because these are one-to-one messages to people already in a transaction with you.
A three-agent brokerage in Guelph closes around 90 deals a year and pays a part-time coordinator two days a week, who spends most of that chasing documents and rekeying dates.
The rebuild: dates extracted automatically on receipt of a firm agreement, confirmed by the coordinator in about two minutes per file; a standing document checklist per deal type; automated reminders at fixed intervals to whoever owes something; a weekly exception report of files with anything outstanding inside seven days of a deadline; and drafted status emails ready to send.
What stays manual: the identity verification step and its records, anything touching deposit funds, and a final human sign-off before the file is treated as complete. The coordinator’s two days become one and a half, and the time moves from chasing to checking — which is the part that actually prevents a missed condition date.
The mistake to avoid is buying an all-in-one platform and letting it become the system of record for identity documents and financial records without checking where that data is stored and who else can reach it. CREA’s AI guidance sets out the questions: how the system collects, uses and discloses personal information, whether it is stored in Canada, whether uploaded content is disclosed to third parties including for training, and what the contract says about ownership of data uploaded to or generated from the system.
It can extract them reliably enough to be useful and not reliably enough to be trusted unchecked. Treat the extraction as a draft and confirm against the signed document. Treadstone Law’s explainer on what an agreement of purchase and sale is is a good grounding for anyone building the checklist.
No. The obligations attach to the broker and, for suspicious transaction reporting, to the sales representative as well. A tool can support the compliance programme; it cannot hold it.
It can draft it and chase it. The substantive legal work stays with counsel — Treadstone Law sets out the division in its note on realtor versus lawyer roles in a home purchase.
CREA is not aware of any statute requiring a brokerage AI policy but describes adopting one as prudent, and BCFSA asks managing brokers to establish policies on AI use and client information handling, vet vendors, train licensees and supervise use on an ongoing basis. One page naming the approved tools, what may be entered into them and who signs off is enough to start.
A 30-minute call is enough to tell you whether AI pays for itself here.
