Shifts
From prompts to training agents
Working with AI extends beyond a good prompt. An agent needs examples, clear rules and feedback.
What is already changing
When a task repeats, an isolated conversation is not enough. Context needs to persist and the next result needs agreed evaluation criteria.
Start with a familiar task. Collect acceptable and unacceptable examples and explain the differences. After changing the instructions, check whether the agent can handle cases it has not seen before.
What this demands of you
Define a good result, select examples and turn errors into clearer instructions.
Ready to spend less time on the work that slows you down?
Let's start with a free 15–20 minute call. Tell me what you're looking to achieve, and I'll help you see where AI could make a real difference, what it would take and whether it's worth pursuing. If AI isn't the right solution, I'll tell you.
Not more AI. More value from AI. Solutions built around you, your team and your goals.
