AI Foundations

Turn an approved article into a newsletter, social post, and checklist while preserving facts and adapting each piece to its audience.

Design required fields, allowed values, unknown states, and validation for AI output before sending it to another system.

Compare output quality, review effort, latency, and total usage cost for a defined task instead of choosing an AI model by reputation alone.

Use data minimization, approved sources, and a simple classification checklist before sending business information to an AI tool.

Check claims, sources, examples, and dates in AI-generated drafts before publishing. Use a claim ledger and a focused review pass.

Create a small prompt test set, compare outputs, and record failures before using AI-generated text in a business workflow.

Build a clear prompt using task, context, constraints, and output format. Includes an original example and a free browser-based brief builder.

Understand triggers, AI steps, actions, and human review. Map a practical small-business workflow without automating more than you need.