How we develop a solution

We establish who will use the solution, what they need and where the current limits lie. Together, we identify the intended improvements in quality, speed, cost and capacity, or the new capability you want to develop. The first solution needs enough scope to demonstrate value.

We work with you to identify the information, rules and methods the application needs. These may come from your team’s experience and procedures, product documentation or other references for the field.

We establish which records are reliable, which software needs to connect and which gaps must be resolved. This gives the design a practical basis.

We match the form of AI middleware to the task and expected volume. Connected desktop AI may meet the need; a bespoke service may offer the necessary capacity, integration or control over unit cost.

We turn the agreed method into AI instructions, software operations and checks, using existing systems where they fit and building the connections that are missing. We design for the people using it, with clear responsibilities, correction routes and limits on automatic actions.

We test with representative inputs and difficult cases. We assess the quality and usefulness of the result, delivery time, human effort, operating cost and failure handling. Where there is an existing process, we compare the two; for a new offering, we test whether it meets a real need.

We establish how the solution will be operated, maintained and supported. We reuse suitable connections and methods and evaluate changes to models or systems before relying on them. Further development should follow evidence of value and a workable delivery model.

Explore the business value, worked examples and ways to work with us.