AI Foundations & Daily Productivity
For everyone on the team.
Goal: Confident, daily use of AI to do the work your team is already doing — faster, cleaner, and with less drudgery.
A grounded intro to modern AI followed by hands-on work in the tools your team already pays for. Curriculum aligned to the same domains used by industry-standard AI practitioner certifications, so what your team learns transfers anywhere.
- What is an LLM? Plain-language intro to generative AI model families, common use cases (text, code, content), and how to think about cloud vs. local hosting trade-offs.
- Context windows, tokens, and model choice. Why some prompts work and others don’t, and how to pick the right model for the job (reasoning, multimodal, fast).
- Prompt engineering basics. Roles, instructions, constraints, few-shot and chained prompting — the patterns every daily user should know.
- Daily productivity in Excel, Word, PowerPoint, and email. Drafting, summarizing, formatting, formula help, slide outlines, inbox triage, meeting notes.
- Document and data analysis. Reading reports, comparing versions, pulling structured data out of messy inputs, AI-assisted exploratory analysis.
- Working safely. Spotting hallucinations, defensive prompting, awareness of prompt injection, what data should and shouldn’t go into a prompt.
- Reusable prompt patterns. Each attendee leaves with saved prompts they’ll use the next morning.