Stop being a spectator; become an implementer.

Few-shot, chain-of-thought, use of role and persona.

Improving output through iteration and creating a personal prompt library.

ChatGPT, Claude, Gemini, and Microsoft Copilot excel in the following scenarios.

Which tools allow data sharing: corporate security framework

Format standardization: date, phone number, amount, and name normalization.

Duplicate record, outlier, and free text cleaning.

Verification reflex and control methods for every transformation

Key combination and fuzzy matching

Approaches to completing missing data: logical, referential, and predictive.

Data enrichment: extracting categories, brands, and sentiment from free text.

Summary statistics, comparison, trend and anomaly analysis.

Visualization and summary generation to be presented to the manager.

Writing reports, emails, and procedural documents.

Fundamentals of presentation and visual production.

AI opportunity map: identifying repetitive, manual, time-consuming tasks.

Create your own process map: a 30-day individual AI usage plan.