AI / GUIDE
AI Automation Planning: Define the Task Before the Tool
Plan an AI automation pilot with clear inputs, expected outputs, human review and fallback rules. Start with one task and a practical evaluation checklist.
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Intelligence starts with a useful question.
Explore practical perspectives on software, AI, learning and business change. Start with a question, find a useful guide and shape your next conversation.
Explore the perspectives ↓THE PERSPECTIVE LIBRARY
AI perspectives
Original practical guides for planning the next step. These articles present questions and approaches, rather than claims of measured research or client results.
6 guides available
AI / GUIDE
AI Pilot Evaluation: Build a Useful Test Dataset
Prepare an AI pilot evaluation dataset with representative tasks, difficult cases and review criteria. Separate development examples from the final evaluation.
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Human Review in Automation: Approval and Escalation Rules
Decide where human review belongs in an automated workflow. Define approval, escalation, reviewer context and correction paths before expanding a pilot.
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Rules-Based Automation vs AI: How to Choose an Approach
Compare rules-based automation and AI for a defined business task. Review exceptions, repeatability, evaluation and maintenance before choosing an approach.
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Internal Knowledge Assistant: Sources, Access and Review
Plan an internal knowledge assistant around approved sources, document ownership, access boundaries, citations and unanswered-question handling.
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Automation Fallback Planning: Errors, Retries and Recovery
Design automation fallback rules for unavailable systems, invalid inputs and uncertain outputs. Assign recovery ownership and test the manual route.
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START WITH A USEFUL TASK
Give your AI idea a clear purpose.
Discuss the workflow, data and decisions behind your automation idea.
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