Use AI to build charts and dashboards that stand up to scrutiny and support real decisions
4 sections · 8 lessons
Map where AI helps and where it creates risk in visualization work, then examine how chart choice, axes, framing, and defaults change meaning.
3 lessonsWrite prompts for specific questions, audiences, and constraints, then verify honesty, context, and accessibility before anything is published.
2 lessonsDesign a dashboard layout and narrative around a stakeholder decision, then diagnose common AI visualization failures and choose the right fix.
2 lessonsExecute a complete AI-assisted visualization update with documented choices, checks, and handoff notes.
1 lessonEvery lesson in order.
8 lessons
AI can speed up charting, but it can also hide weak choices in axes, defaults, and framing. This course shows how to work with AI on visualization and reporting without surrendering judgment, so charts and dashboards stay decision-ready. You will learn how to inspect AI output, shape prompts around the audience and question, and package visual updates with clear checks and handoff notes.
The course covers AI’s role in charting and reporting, chart choice and framing, default visualization settings, prompt design, visual review, dashboard structure, and common failure modes. It also covers end-to-end preparation of a trusted visual update for a real reporting scenario.
From project managers and operators to founders, analysts, and teams adopting AI, Fenzo is for people who want to get better at the work they already do.
Anything from using AI for project planning and analysis to improving workflows, decision-making, communication, and delivery. If you can describe the skill or task, Fenzo can build a course around it.
Yes. Tell Fenzo what you do, what you’re trying to accomplish, and where you’re stuck, and Fenzo will shape the course around your role, your goals, and the work you actually have to do.
No. Fenzo adapts to your starting point, so you can begin with the fundamentals or jump straight into more advanced work.
Yes. Fenzo for Business puts the whole team on one plan — shared seats, courses you can assign, and reporting on who has finished what.
See Fenzo for BusinessYou start by describing your goal or taking a short skill benchmark. Fenzo uses that context to identify gaps and shape the learning experience around them.
Yes, Fenzo works in your mobile browser.
Something to operate in every section.
Three findings from decades of learning research shaped how every Fenzo lesson is built.
Average pass rate · Freeman et al., PNAS 2014
What the science says
Students in lecture-only classes are 1.5× more likely to fail.
How Fenzo does it
Every Fenzo lesson is interactive. No passive reading or watching, ever.
You work through itAI does it for you
Skill retention over time · with vs. without practice
What the science says
Offloading thinking to AI erodes the very skills you’re trying to build.
How Fenzo does it
Fenzo makes you do the thinking — guided, but never done for you.
Retrieval practiceRe-reading
Long-term recall · retrieval vs. re-reading
What the science says
Recalling information beats re-reading it for building durable understanding.
How Fenzo does it
Lessons weave in quizzes and recall prompts, so it sticks.