Diagnose supply or demand constraint before deploying AI
Most businesses bolt AI onto existing broken processes instead of redesigning workflows from the ground up with an AI-first mindset. Before you deploy AI anywhere, identify whether your business constraint is supply — you don't have enough capacity to serve customers — or demand — you don't have enough customers. Deploying AI to a demand problem when you have a supply problem wastes the investment entirely. AI capabilities for autonomous tasks are doubling every four to seven months, which means the landscape shifts fast. AI can also hallucinate and damage brand control, so always have humans approve AI-generated customer communications. The GRIT framework provides a structured approach to effective prompting: Goal, Role, Instructions, and Tone. Get those four elements right and your AI outputs become dramatically more consistent.
Relevant Clips5
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Identify Supply vs Demand Constraint Before Deploying AI
Identify whether your business constraint is supply (capacity) or demand (customers) before deploying AI to ensure maximum impact and avoid wasted investment.
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Why AI Hallucinations Make Direct Customer Comms Dangerous
AI can hallucinate, make incorrect claims about features, and damage brand control. Always have humans approve AI-generated customer communications.
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AI Autonomous Capabilities Doubling Every Four to Seven Months
AI capabilities for autonomous tasks are doubling every 4-7 months, representing unprecedented acceleration in artificial intelligence development.
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GRIT — Goal Role Instructions Tone for AI Prompts
GRIT stands for Goal, Role, Instructions, and Tone. It provides a structured approach to create effective AI prompts that get better results.
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AI Bolted Onto Broken Processes — The Wrong Approach
Most businesses bolt AI onto existing broken processes instead of redesigning workflows from the ground up with an AI-first mindset.