AI tools produce better work when they are given the context, direction and review that any capable junior team member would need.
Why this mental model helps
AI can work quickly across many domains, but it does not know your customers, history, constraints or standards unless you explain them. Treating it as a junior collaborator keeps you in the driver’s seat while making the first pass faster.
Brief AI like a team member
Start with the outcome. Explain the audience, background, constraints, examples of good work and what must be avoided. Ask the AI to identify gaps or questions before it drafts.
Check the work
- Verify facts, calculations, links and assumptions.
- Check whether the tone and recommendation fit your context.
- Look for missing risks, stakeholders or alternatives.
- Do not place confidential or personal information into a tool unless the organisation has approved that use.
A simple briefing pattern
Task: what needs to be done?
Context: what does the AI need to know?
Audience: who will use the result?
Constraints: what must it include or avoid?
Quality check: how should the result be tested?
Where human judgement stays
AI can help you think, but it cannot own the customer relationship, the business risk or the final decision. The value comes from combining fast first passes with human context, challenge and accountability.
Try it with one real task
Choose a task you already understand. Give a clear brief, invite questions, review the result and improve the brief. That feedback loop is more useful than collecting a growing library of clever prompts.
Explore AI adoption and adaptation or assess your readiness.
Expanded for Recalibrate from an article originally published on LinkedIn. View the original article.
AI tools produce better work when they are given the context, direction and review that any capable junior team member would need.
Why this mental model helps
AI can work quickly across many domains, but it does not know your customers, history, constraints or standards unless you explain them. Treating it as a junior collaborator keeps you in the driver’s seat while making the first pass faster.
Brief AI like a team member
Start with the outcome. Explain the audience, background, constraints, examples of good work and what must be avoided. Ask the AI to identify gaps or questions before it drafts.
Check the work
A simple briefing pattern
Where human judgement stays
AI can help you think, but it cannot own the customer relationship, the business risk or the final decision. The value comes from combining fast first passes with human context, challenge and accountability.
Try it with one real task
Choose a task you already understand. Give a clear brief, invite questions, review the result and improve the brief. That feedback loop is more useful than collecting a growing library of clever prompts.
Explore AI adoption and adaptation or assess your readiness.
Expanded for Recalibrate from an article originally published on LinkedIn. View the original article.