Property knowledge assistant
Find approved property facts and internal guidance with source links. Keep public listing information separate from restricted client and transaction records.
Real estate companies
Custom AI systems for real estate companies
Connect property information, enquiry handling and internal operations with custom AI systems for estate agencies and real estate businesses.
Where a useful system starts.
Real estate teams work with changing property details, sensitive records and enquiries that need a clear owner. Custom AI can help organise this work when it uses current, approved information and makes uncertainty visible. We start with the operation behind the customer experience.
Workflows worth exploring.
Enquiry triage
Summarise incoming requests for the responsible team and use agreed rules to create CRM tasks. Flag incomplete requirements without guessing a buyer’s circumstances.
Listing preparation
Prepare draft descriptions from verified property information in your format. Review every factual statement, price and availability detail before publication.
Illustrative workflow designs. Final scope depends on your systems, permissions and requirements.
A focused first project.
Choose one office or portfolio and a repeatable internal task. Establish where the latest property information lives and who updates it. Test withdrawn listings, changed prices, missing features and records that a user cannot access. Measure the complete process through human approval, not just generation speed.
Keep decisions accountable
Valuations, legal advice, eligibility decisions and commitments on a transaction remain with authorised people. A generated property description is a draft. The system must not fill missing features or claim a property is available because an older record says so.
Measure the complete process
Track corrected drafts, stale-information incidents, time to produce an approved output and enquiry ownership. A successful pilot should improve a visible operational outcome without creating extra checking work elsewhere.
Connect the foundations.
Useful property and service pages, technically accessible content, suitable advertising and reliable enquiry forms still matter. We connect these foundations to your CRM so interest has a clear next step. AI search work supports the same accurate, useful information your customers need.
Good questions
Before we talk.
Can it publish listings automatically?
Publishing requires a separately agreed workflow. We begin with reviewed drafts and source checks, keeping approval with your team.
Will it access every client record?
No. Access should follow the user, task and source permissions agreed during design. We test restricted-record scenarios explicitly.
Can we start with one branch?
Yes. A bounded pilot makes source ownership, adoption and operational value easier to test before a wider rollout.
Practical reading.
AI implementation
How to test a business AI agent before giving it more responsibility
A practical test plan for business AI agents covering evidence, permissions, tool failures, human approval and model changes.
6 September 2026 · 3 min read
Read articleYour next move
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