Keep the pieces replaceable
Prefer modular connections and a clear path to change tools when the business need changes.
A little more detail
Modular by design.
Human-led by choice.
A practical architecture should be understandable, adaptable and proportionate to the job.
Seven layers. One business purpose.
This is an illustrative design model, not a diagram of deployed infrastructure or a list of confirmed integrations.
Customers & channels
Website, email, enquiries and other agreed communication channels.
Access & permissions
Controlled access and protected connections, designed for the information involved.
Specialist assistants
Focused roles with clear responsibilities and limits.
Interchangeable AI models
Choose suitable models for the task rather than assume one provider fits every need.
Business tools & data
Connect appropriate existing systems only after permissions and requirements are agreed.
Human review & approval
People review outputs and approve consequential actions.
Practical outcomes
Measure the improvement against the business goal that started the work.
Limit access deliberately
Agree what information and actions a workflow needs. Read-only access is a useful starting point.
Review before acting
AI output can be wrong. Publication, spending and changes to important records need appropriate human checks.
What would make your working day easier?
Start with your goals. We can explore a practical next step together.