The rework ledger is a good start. The real return is what you learn from it
Summary
The article argues that conveyancing firms using AI should not only track rework as a cost, but also use it as a learning tool to improve workflows and reduce repeat errors. It highlights the importance of feedback loops, especially for identifying quieter but more serious AI failures that may not be obvious in a simple rework ledger.
Why it matters
For residential property surveyors involved in conveyancing-related workflows, the piece underscores how AI errors can affect transaction quality, risk management and downstream liability. It also points to a wider move toward common data standards and clearer expectations for AI use in conveyancing, which may influence how surveyors share and rely on property information.
Key points
- A rework ledger can measure the true net time saved by AI, including checking, correction and escalation time.
- The article argues that firms should also record what changes are made to prevent the same error recurring.
- Quiet AI failures that under-flag real issues may create greater risk than visible false alarms.
- Common data standards and clearer expectations for AI in conveyancing are described as forthcoming.
- The Property Data Trust Framework is referenced as an open standard for machine-readable property data.
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