Less repetition. More room to think.
Explore where automation can remove a useful piece of friction, with a clear role for human judgement and a realistic understanding of the tools.
Useful work.
In the right order.
For teams with repetitive information tasks, disconnected workflows or a specific idea for an AI-assisted feature.
Choose a useful starting task
Identify a workflow where assistance or automation has a clear purpose and can be evaluated.
Your input: representative examples and boundaries.
Understand data and access
Establish what information the workflow uses, where it goes and what permissions are appropriate.
Review point: output quality and practical usefulness.
Build an evaluated prototype
Test the approach against representative examples before relying on it in everyday work.
Review point: access, exceptions and fallback behaviour.
Keep people in control
Define review steps, failure handling and ownership of the output.
Your input: feedback and an owner for ongoing operation.
From first conversation
to what comes next.
A clear route through the project, with opportunities to review the work as it develops. Scope, timing and responsibilities are agreed around your requirements.
01
Explore.
Map the current task and the cost of mistakes.
Your input: representative examples and boundaries.
02
Prototype.
Build a limited version to test the approach.
Review point: output quality and practical usefulness.
03
Integrate.
Connect the agreed tools and add human review where needed.
Review point: access, exceptions and fallback behaviour.
04
Evaluate.
Review the workflow in use and refine it.
Your input: feedback and an owner for ongoing operation.
Good questions.
Clear answers.
Some of the details worth discussing before we begin.
Does the workflow have to use AI?
No. A conventional integration or rule-based automation may be more appropriate. The tool should follow the problem.
Can it run without human review?
That depends on the task and the consequences of errors. Review and escalation requirements should be designed into the workflow.
What ongoing costs are involved?
API usage, subscriptions and maintenance depend on the selected tools and volume. These should be estimated and agreed before implementation.
How much will the project cost?
We agree the requirements, deliverables and dependencies before preparing a proposal. Share your priorities and any budget constraints so we can discuss a realistic scope.
What happens after the initial work?
Handover, maintenance and further improvements are agreed as part of the project or a separate support arrangement. We will make clear what is included and who is responsible for ongoing work.