Everyone says we should be using AI and nobody can tell me where it would actually save us money.
Two questions, in order: which processes are worth automating, and what happens when it gets one wrong. We answer both, then build the smallest thing that works and prove it.
Dinmore Bell governs AI adoption for founder-led businesses: identifying where a model genuinely helps, procuring it properly, and establishing the data-protection position, intellectual property in inputs and outputs, human oversight and the record of decisions. Model development is delivered by specialist partners under its procurement and governance.
How we own it
Find the work
Volume, repetition and clear rules. Contract review, first-line customer response, document extraction, reporting. Most businesses have three obvious candidates.
Govern it
Data flows, contractual permission to use client data, human review points, audit trail, and the policy your enterprise customers will ask for.
Prove it small
One process, measured against the manual baseline, before anything is rolled out or renamed as a transformation programme.
Where specialists come in
Model development and engineering are delivered by specialist partners under our procurement and governance. Data-protection impact assessments involving regulated processing are reviewed by instructed specialists.
Related results
All results →Sectors we run this for
Related insights
All insights →Where nine per cent of your revenue goes
Contract value rarely leaks in a single expensive event. It leaks quietly, through renewal dates nobody owns.
What a fully loaded General Counsel actually costs
The comparison is not our fee against an hourly rate. It is our fee against the hire you would otherwise make.
- What does AI implementation cover?
- Identifying where a model genuinely helps, procuring it properly, and governing it — data protection, intellectual property in inputs and outputs, human oversight, and the record of decisions that regulators and customers will ask about later.
- Who does the technical work and the data-protection assessment?
- Model development and engineering are delivered by specialist partners under our procurement and governance. Data-protection impact assessments involving regulated processing are reviewed by instructed specialists.
- What is the most common mistake you see?
- Deploying against customer or employee data without a lawful basis recorded, and without deciding in advance who is accountable for a wrong output. Both are cheap to fix beforehand and expensive to fix afterwards.