Practical notes on AI automation
What we are seeing across UK estate agencies, law firms and accountancy practices — where automation earns its place, and where it does not.
Sunday Night Valuations, Monday Morning Diary

It is 8.47pm on a Sunday. The branch has been closed for hours, the negotiators are at home and the valuer is already thinking about Monday’s first appointments. A homeowner is sitting at their kitchen table, comparing local agents. They have been discussing a move for weeks, but this is the first evening they have […]
Offer to Exchange Without a Single Chase Email

Tuesday, 4.42pm. The buyer’s solicitor has not replied to the third request for an update. The seller is asking whether exchange will happen this week. Somewhere further down the chain, another buyer is waiting for a mortgage offer, and nobody is quite sure who is meant to call whom next. I know this part of […]
Monday 9am and the Diary’s Already Full

At 8.55am on a Monday, I want to see a busy diary. Not a screen full of missed calls, portal enquiries and messages marked “follow up today”. I want to see confirmed viewings, properly recorded applicant details and a negotiator who knows what the first appointment of the day is. I spent 10 years on […]
Nobody Should Have to Ring for an Update

Tuesday afternoon, 3.18pm. The buyer has called asking whether the searches are back. The vendor has emailed asking whether exchange is still likely this month. Your sales progressor is already chasing the buyer’s solicitor, waiting for the vendor’s solicitor to answer an enquiry, and trying to work out whether the mortgage offer has actually been […]
The 90 Seconds That Win the Instruction

At 10:14 on a Tuesday morning, a buyer sends an enquiry about a property on Rightmove. They are not necessarily comparing five agents. They are probably sitting at work, on a phone between meetings, or looking at properties before the school run. They want to know whether the property is still available and whether they […]
The Quiet Cost of the 9-to-5 Agency: What Closes When You Do

Sunday, 8.14pm. A buyer spots a three-bed semi on Rightmove, decides they want to see it and calls the office. Shutters down. Phone ringing out. No voicemail left. By Monday morning they have already tried two other agents. One has replied, offered a viewing, and got there first. Your negotiator returns the call at 9.32am […]
The Sunday Evening Valuation Request: Why Speed Wins the Instruction

Sunday, 8:47pm. A homeowner has finally got a bit of quiet after the children are in bed. They open the laptop, compare three local agents and fill in a valuation form. They are not ready to sign terms there and then. But they are ready to have a conversation. Within minutes, one agency calls back. […]
The Maths of Always-On: What One Evening of Missed Calls Is Really Worth

Tuesday, 7.18pm. The branch is shut, the negotiators have gone home and a vendor in your patch has finally found ten quiet minutes to call about a valuation. It rings three times, goes to voicemail and that is that. Maybe they call back tomorrow. Maybe they fill in a form on another agent’s site because […]
The Tuesday Morning Reveal: Who Won the Bank Holiday Weekend

Tuesday, 1 September, 8.17am. The branch manager unlocks the office, sticks the kettle on and opens the CRM. One agency is staring at missed calls, Rightmove enquiries, Zoopla leads and valuation requests that have sat there all weekend waiting for someone to deal with them. Another opens up to a diary with a Saturday viewing […]
The 21% Still Saying ‘We’ll Get Back to You on Monday’

Sunday, 6.47pm. A buyer sends an enquiry through the branch website about a three-bedroom semi in the area. They want to know if Saturday viewings are available and whether the vendor would consider a chain-free offer. Nobody replies. The message sits there until Monday morning. By 9.12am, when the negotiator finally rings back, the buyer […]
