Discovery
Understand the people, the problem and the intended outcome. Surface the questions still open.
An AI assistant can help people find information and complete tasks within a product. We define its role, access and review points before connecting real actions.
Let’s discuss your ideaExplore a starting packageAn AI assistant combines conversation with information and, where authorised, tools for a specific role. Its access needs explicit boundaries.
It can support search, document preparation or work organisation. A prepared action remains distinct from an executed and confirmed one.
Management includes permissions, approvals and output checks. Connected tools need separate testing; a general model is not described as infallible or agency-trained from scratch.
We choose a use case, the sources the system may rely on and how its responses will be evaluated. We define what it may do independently, when it needs confirmation and how unclear cases reach a person. A pilot provides a basis for the next decision.
We agree what belongs in the project, what implementation involves and what is better left for a later stage.
Understand the people, the problem and the intended outcome. Surface the questions still open.
Choose the first useful version, dependencies and the milestones for evaluating progress.
Put workflows in front of you before they become features that are expensive to change.
Build in stages you can see, test and discuss.
Check usage scenarios, accessibility and the application’s sensitive points.
Prepare the environment, content, access and agreed administration steps.
Prioritise improvements and agree the support that fits the product.
We choose a repeated task with examples and an outcome the team can evaluate. We define sources, exceptions and steps needing human approval before connecting real operations.
Search over authorised sources can be designed with permissions and references to relevant documents. Provider selection, acceptable data and answer evaluation are part of discovery; answers are not assumed to be infallible.