01 / AI & INTELLIGENT AUTOMATION
A useful pilot.
Not another AI experiment.
Choose a business task, test whether AI helps, and keep people in control.
You have an AI idea, but need to separate a useful application from an impressive demo.
Start with one workflow: document triage, internal knowledge retrieval or assisted drafting. These are illustrative use cases, not claims of previous delivery. Assess suitability before choosing a model or committing to a build.
What to assess
- A defined task and a baseline to compare against
- Permitted data, model access and integration boundaries
- Output quality, failure modes and human review
A REVIEWABLE OUTCOME
What a scoped engagement
could produce.
Choose outputs that support a decision, a build or a handover.
Evaluation plan with agreed success criteria
Integration design and handover notes
Proposed outputs, not a fixed package. Expertise, deliverables, timescales and acceptance criteria must be agreed in the proposal.
SCOPE & RESPONSIBILITY
Be clear about the boundaries.
Model outputs can be wrong. Data permissions, evaluation and human oversight belong in the design, not in a footnote.
A USEFUL FIRST CONVERSATION