What to check before automating work in technology & startups

Early-stage teams need to distinguish the essential user journey from a broad feature list. We can connect proposition, interface, prototype scope and operational constraints into a testable first release.

Start with a specific decision

AI is added before evaluation criteria are defined. Describe who experiences the problem, where it occurs and what the next step should be. A useful brief explains the current process before listing features or tools.

Bring the right evidence

Gather representative enquiries, approved content and examples of the records used by your team. Remove information that is not needed for scoping. Identify the person who can explain exceptions and approve a change.

Make the scope reviewable

Agree representative examples, acceptance criteria and human review requirements.

Document the trigger, inputs, system access, handoffs and intended output. Separate the essential first release from improvements that can wait. If an integration or source of information is uncertain, record that dependency explicitly.

Agree how the work will be accepted

Define a small set of realistic examples that the proposed experience or workflow must handle. Include incomplete inputs and the route to a person when the normal path cannot continue. Review the actual outputs rather than relying on a demonstration of the ideal case.

Plan for the day after launch

Confirm who maintains content, who owns system access and who responds when something fails. Agree documentation, training and any support scope before handover. A clear owner makes future improvements easier to prioritise.

A practical next step

Choose one current journey, map its steps and write down the most important constraint. Bring that outline to a scoping conversation so the first engagement can be sized around an actual need.