Get Bite-Sized AI Insights & Guides

Practical knowledge. Clear guidance. No information overload.

Our downloadable guides bring together the collective expertise of experienced designers, offering short, actionable insights, step-by-step guidance, and practical checklists to keep you on track.

What makes our guides different?
No endless email series cluttering your inbox. No lengthy tutorials or overwhelming AI-generated answers. Just the most important information you need, organized into easy-to-follow, downloadable guides that you can save, revisit, and access offline anytime.

Less searching. More learning. Greater confidence.

First Edition: November 2026

The AI Field Guide Series

AI is moving fast, and most advice is either too technical or too vague to act on. The AI Field Guide Series from The Aquario Group bridges that gap with 15 concise, beautifully designed guides that turn complex AI topics into clear steps your team can use right away.

Each guide gives you key takeaways, a step-by-step process, a quick-reference table and a ready-to-use checklist. You’ll learn how large language models work and how they’re trained, how to write prompts that get consistent results, when to use RAG or fine-tuning, and how to design AI agents and workflows with the right human checkpoints. The series also covers what makes AI stick: governance, data readiness, quality evaluation, measuring ROI, bringing your team along and choosing the right tools.

Read them one at a time or as a complete set. New guides are added every month.

What’s inside

  1. The AI Adoption Playbook

  2. Advanced Prompting Patterns

  3. LLMs Explained for Leaders

  4. How LLMs Are Trained

  5. RLHF Demystified

  6. Prompting, RAG or Fine-Tuning?

  7. The RAG Blueprint

  8. AI Agents 101

  9. Designing Agentic Workflows

  10. Responsible AI Starter Kit

  11. Data Readiness for AI

  12. Evaluating AI Output

  13. Measuring AI ROI

  14. Getting Your Team to Use AI

  15. Choosing AI Tools and Vendors