Working software
A scoped workflow tested against agreed examples and exception cases.
Walk through the problem, agree the approach and estimate, then review working software throughout delivery. The same process carries through to training, handover and support.
Eight connected stages, scaled to the project. Here is how they apply to a practical example: an application arriving with a missing bank statement.
Review the application process with operations, including the systems involved and where staff chase missing information.
You receive: a problem statement, constraints and a proposed first scope.
Trace the application, document checks, follow-up and review queue. Name who owns a file while it is incomplete.
You review: a workflow map, record owners and exception paths.
Compare configuration, integration and custom development. Define what the first release should do and how you will accept it.
You approve: scope, assumptions, estimate and acceptance checks before the build.
Build the intake view and missing-document workflow in small increments. Staff review the screens and the wording as they take shape.
You review: working increments against the agreed process.
Link the application, document store and CRM. Decide how failed updates are retried and how staff see a problem.
You receive: documented connections, access rules and failure handling.
Test duplicates, unreadable files, missing statements and restricted users. If AI extracts fields, compare them with reviewed examples.
You review: test results, open issues and the decision to launch.
Train staff, rehearse the changeover and confirm the rollback plan. Assign an owner for the first live applications.
You receive: the release, training and operating notes.
Review incomplete-file rates, rework and staff feedback. Decide which adjustment is worth making next.
You agree: support responsibilities and a prioritised improvement list.
A practical example of the work we map before choosing the technology.
Application form and two bank statements arrive.
The agreed checklist calls for three statements.
Your team checks and approves the draft request.
The next action is visible in the CRM.
Your team keeps the lending decision. Requirements and approvals are agreed for your business.
Each technical decision should trace back to how the work needs to happen, from the business goal to the people operating the finished system.
What needs to change, and how will you know?
Inputs, decisions, owners and the experience for the people doing the work.
CRM, portals or custom software where the work takes place.
Reliable records and defined connections between systems.
Specific tasks, review points and visible exceptions.
Training, monitoring, support and feedback from real use.

Name the records involved, permitted actions, exception owner and acceptance checks. For AI tasks, compare outputs with a reviewed set of examples. Measure errors and review effort as well as speed.
A scoped workflow tested against agreed examples and exception cases.
Operating notes, access responsibilities and the steps for handling problems.
Decide whether to improve, expand or stop based on the evidence from use.
Choose the role that fits the task, then agree how its output will be checked.
Retrieve an answer from approved material or prepare a summary for a member of staff to review.
Example: summarise application notes with links back to the source records.
Use AI for interpretation and explicit workflow rules for what happens next.
Example: extract document fields, validate required values and flag anything unclear.
Make the output useful inside the CRM or application where the team works.
Example: attach a reviewed summary to the right application without creating a duplicate.
Allow only defined actions, with approval where needed and a record of the change.
Example: prepare a missing-document request for staff approval. Funding decisions remain with the funder.
Compare results with a reviewed sample and the existing process.
Measure errors, review effort and exception handling alongside processing time.
In a 30-minute discovery call, we will walk through the problem, the systems involved and what a useful result looks like. Then we agree the next step toward a scoped approach and estimate.
Book a discovery callPrefer to write? Send a project enquiry →With Nigam Goyal · Google Meet