Ed Molyneux is co-founder and CTO of Moverly, the property intelligence platform working with LMS and Connells Group to bring structured, verified data to property transactions. He is the architect of the Property Data Trust Framework (PDTF), the open standard for machine-readable property data now being adopted across the industry. Ed writes about AI, property data infrastructure, and the future of conveyancing.
The transformation of legal work by agentic AI has until now been a prediction. New data from OpenAI makes it a timetable: software engineering has already gone almost wholly agentic, and the legal teams that
AI questions are landing on professional indemnity proposal forms this renewal cycle. Ed Molyneux explains why the real test of trustworthy AI won’t come from a software demo, but from your underwriter, and why auditable
In his previous article Ed Molyneux discussed how shadow AI is embedded in everyday conveyancing and argued the real issue is not capability but accountability: distinguishing accurate outputs from confident errors, and ensuring data safety
Ed Molyneux argued last week that the next 18 months in conveyancing will be defined less by what AI can do, and more by which firms have the management muscle to adopt it. This week
Ed Molyneux argued last week that the agent-ready firm is a four-layer stack – data, skills, hooks and oversight – and that the biggest leverage point this quarter sits in the integration layer most firms
Ed Molyneux argued last week that two AI shifts have compressed the Open Property Coalition’s roadmap. This week he sets out the four-layer stack a conveyancing firm actually needs to take advantage of those shifts,
Ed Molyneux has been arguing that AI in property has a data problem, not a capability problem. Now that CFIT’s Open Property Coalition Roadmap 2026 is published, he reminds us where to ‘skate’ – and
Ed Molyneux has spent recent weeks explaining what AI can do, where it fails, and why provenance and shared data matter. Now he walks through a day in the life of a buyer’s conveyancer working
Every major AI company in the world has agreed on a single way for AI agents to connect to external data, and Microsoft has already shipped it in Teams. Meanwhile, the UK property industry has
Moverly has added two new open-source AI skills to its conveyancing toolkit – a title defect analyser that reads Land Registry PDFs and a restrictive covenant advisor – and built a free online demo so
In the latest article in his series on AI in conveyancing, Ed Molyneux puts a practical example in front of the profession and invites them to test it themselves. I have spent the past month
Residential property transactions still run on fragmented documents, duplicated updates and too many competing versions of the truth. The next step forward is not just better workflow, but a trusted shared data foundation that can
In the fourth of his weekly series, Ed Molyneux introduces the concept that should shape how every conveyancing firm thinks about AI: the judgment line, and which side of it your work falls on. Over
In the third of his weekly series, Ed Molyneux explains why provenance – knowing where data came from and how conclusions were reached – is the difference between AI that helps your practice and AI
In the second of his weekly series, Ed Molyneux gets specific about where AI excels and where it fails in conveyancing — and why understanding the difference is the key to using it safely. Last
AI agents are arriving in property transactions. Not chatbots, but autonomous systems that complete tasks across every participant in the chain. In the first of a weekly series, Ed Molyneux explains why the technology’s ‘jagged
The Property Data Trust Framework promises to be the enabler that finally enables a fully digital conveyancing process. Many other initiatives and products have promised that, and failed. Ed Molyneux, co-founder of Moverly, Participant of
The Property Data Trust Framework promises to be the enabler that finally enables a fully digital conveyancing process. Many other initiatives and products have promised that, and failed. Ed Molyneux, co-founder of Moverly, Participant of
The Property Data Trust Framework promises to be the enabler that finally enables a fully digital conveyancing process. Many other initiatives and products have promised that, and failed. Ed Molyneux, co-founder of Moverly, Participant of
The Property Data Trust Framework promises to be the enabler that finally enables a fully digital conveyancing process. Many other initiatives and products have promised that, and failed. Ed Molyneux, Technical Standards Lead for the