VantagEDGED Learning Lab
Every guide and system we build starts from the same question: does this actually help you work better, or does it just add more to manage?
Founded by Cisca A. Van Dunk-Wheatt · Practical, framework-based systems for using AI with judgment, not guesswork
You asked AI to help you write something. It gave you an answer that sounded right. You used it. Later you realized it missed the point entirely.
Or you spent twenty minutes re-prompting the same task because the output kept coming back off. Or you copied something AI gave you and hoped for the best.
That is not an AI problem. That is a system problem. And it is exactly what VantagEDGED builds for.
What makes us different
Every product we publish puts your judgment first. AI produces the output. You decide if it is worth using.
If it does not help you work better on something you actually do, it does not ship. No jargon. No filler.
Our frameworks are informed by the U.S. Department of Labor AI Literacy standard. Built to hold up, not to chase what is new.
Flagship product line
A tiered guide system built around three proprietary frameworks. Whether you are new to AI or running it across a team, there is a guide built for where you are.
Guide Series · Available nowSharpen gives everyday users, employees, and teams a repeatable system for deciding when to use AI, how to prompt it with better context, and how to review the output before you act on it.
30-day guarantee on all guides · Instant PDF download · Published by VantagEDGED Learning Lab
Independent guides
Standalone guides from VantagEDGED Learning Lab, each built to work on its own. Not part of Sharpen, not tied to any single system.
Tools & systems
Where we tinker, test, and build in the open. No release dates, no pretending every answer is already figured out, just a look at what's currently on the stove.
Ready to play with
A lightweight way to track what you've built with AI, where it came from, and what's still unfinished, so nothing valuable gets lost in a long chat history.
Learn more →Pilot kitchen open
An educational project for musicians and educators on authorship, provenance, and human value in the age of AI. Looking for real creative voices in the room.
Learn more →"Technology should sharpen,
not dull your edge."
Cisca A. Van Dunk-Wheatt · Founder, VantagEDGED Learning Lab
The founder
Cisca A. Van Dunk-Wheatt
Founder · VantagEDGED Learning Lab
Cisca built VantagEDGED Learning Lab to answer a question she kept running into everywhere: why are people being handed AI tools before they have a system for using them well?
Every product published under this label is the answer to that question, built for anyone who is already using AI and needs more than scattered advice to make it work reliably.
Stay connected
No newsletter. No noise. Just a note when something new from VantagEDGED is ready.