What to ask before connecting AI to your real estate CRM

Check your plan, interfaces and vendor permissions

Start with what your CRM provider actually offers. Some products have an open interface for connections, ready-made integrations or both; Rex Software, for example, describes an open API and ready-made integrations (opens in a new tab). Others limit connections by plan or require vendor approval.

Use only supported, authorised methods. Avoid tools that scrape your CRM or property portals, copy data through browser automation, or work around access restrictions. These break without warning and may breach your terms of use.

• Does our current plan include an interface for connections, or does it need an upgrade?
• Which ready-made integrations exist, and are they maintained by the CRM provider or a third party?
• Does the provider need to approve a new connection?
• Are there limits on how much data can be read or written, or how often?
• What does the provider charge for interface access or additional integrations?

Map the data before connecting anything

Data mapping means agreeing exactly which fields an automation reads and writes. Write it down. For each field, note where the data comes from, who can change it and whether the automation is allowed to overwrite it.

Pay particular attention to contact details, communication preferences and opt-outs. An automation that overwrites an opt-out with an older record can cause real harm to trust.

Deal with duplicate records first

Most agency CRMs contain duplicates: the same buyer registered at several open homes, enquiries from different email addresses, or contacts imported years ago. Automation multiplies the problem.

Agree matching rules before you start, and decide what happens to uncertain matches. A safe default is that the automation flags a possible duplicate for a person to review rather than merging records itself. If you are covered by the Privacy Act, the APP guidelines (opens in a new tab) include chapters on the quality and correction of personal information that are a useful starting point.

Access, security and rollback

Give the connection the least access it needs. If an automation only creates tasks, it should not be able to delete contacts. Use a dedicated account or connection for the integration so its activity can be identified and switched off independently.

Ask how changes can be undone. Before any bulk update, export a backup. Make sure someone in the agency can pause the automation, and agree what happens if it writes incorrect data, including how far back changes can be reversed.

The OAIC's guidance on AI products (opens in a new tab) suggests considering security risks and who can access personal information. The APP guidelines also cover security and overseas disclosure, which matters if an AI provider stores data outside Australia.

Test with suitable non-production data

Never test a new automation on your live contact database. Ask your CRM provider whether a test or sandbox environment is available. If not, work with a small set of fictional or consenting internal contacts in a clearly separated area.

Test every path: new contact, existing contact, duplicate, opt-out, invalid details and a failure halfway through. Only move to live data once each path behaves as expected, and start with a small group.

Plan for ongoing costs

Connections have running costs beyond the initial build. Ask about CRM plan upgrades or interface fees, AI usage charges, any integration platform subscription, and support for fixes when the CRM or connected tools change.

Consultation preparation checklist

Bring answers to as many of these as you can to a first conversation with a specialist.

Agree who owns the integration after launch

Someone in the agency should own each connection once it is live. They watch for alerts, know how to pause it and are the contact when the CRM provider announces changes. Record which accounts the integration uses and make sure they belong to the agency, not to an individual or a former contractor.

Find a specialist

With these answers ready, find a specialist for real estate CRM workflows and request a free 15-minute consultation. You can also browse the full directory or read our general guide on how to brief an AI or automation specialist.

If you are still choosing a workflow, revisit where AI can help a real estate agency or the open-home follow-up guide.