AI in Customer Support, Strategy, and Engineering
CEOs beg for a magic AI prompt. A chef can’t cook without ingredients; your model can’t think without context.
Context engineering packages your proprietary data, brand voice, and live rules into a structured briefing the model reads first. Prompt engineering layers the clear question on top. Ben Thompson often notes that AI responds in the style you prompt it; combine that mirror effect with rich context and answers leap from generic to board-room ready.
In one retail rollout we fed a 40-page context brief plus a 12-word prompt. Support escalations fell 42 percent and median reply time dropped from 3 minutes to 42 seconds, saving 1.7 million dollars a year. With privacy rules squeezing third-party data, first-party context becomes the moat; teams who lock this in by Q4 will capture the edge.
Action: Map the context your AI sees today; then watch small prompt tweaks produce outsized gains.
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