Applied AI
Generative AI for business: use cases, data analysis, writing, organization, management and governance, with frameworks and prompts you can apply this week.
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Advanced Prompt Patterns for AI Agents: Plans, Evidence, Fan-out and Critique
Six reusable prompts for Claude and ChatGPT agents: plan first, definition of done with evidence, parallel subagents, critic pass, clarifying questions and a repo context file.
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Claude Projects vs ChatGPT Projects and Custom GPTs: Building a Team Assistant
Shared instructions, curated files and external actions: which option fits your team, an instructions template for both, and how to curate the knowledge.
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How to Choose Generative AI Use Cases for Your Business: A Practical Scoring Framework
Frequent, checkable and cheap to get wrong: a scoring table to pick the first AI use cases, good examples by area and a four-week pilot plan.
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Using LLMs for Data Analysis Without Fooling Yourself
Let the model write SQL and explain results, never be the calculator. A prompt pattern, a checklist and where the data should run.
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AI Prompts for Managers: Meeting Notes, Status Reports and Decision Memos
Three reusable prompt templates that turn messy notes into decisions, owners, status and one-page memos, without invented details.
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Writing a Company AI Usage Policy: A Practical Two-Page Template
Approved tools, a data classification table, accountability and a request process: a short policy people will actually follow.
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Measuring the ROI of Generative AI: What to Track and What to Ignore
Cycle time, throughput, quality and full cost: how to build a baseline and a simple ROI formula that survives a finance review.
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How to Organize Your Knowledge Base So AI Assistants Give Good Answers
One topic per page, owners and review dates, answer first: documentation rules that make internal search and RAG assistants useful.