<AI Clarity for Business Leaders and Managers>
<Disambiguation>
You're told AI changes everything and given almost nothing you can use to act on it. Disambiguation gives you the clear, practical understanding to make confident AI decisions, without the hype and without the jargon.
Disambiguation
“the process of removing confusion around terms that express more than one meaning and can lead to different interpretations of the same string of text in AI.”
You're expected to lead on AI. Nobody gave you a clear map.
Every vendor says their tool is essential. Every headline says you're behind. The advice you get is either too technical to use or too vague to act on. The gap was never your ability to lead; it's that almost no one explains AI in the language of business decisions.
Too much hype, too little signal
Endless takes, very few you can actually act on.
Built for Decision-makers, not Engineers
The good material assumes you want to build models, not run a business.
Moving fast with no framework
You're making AI calls without a clear way to weigh them.
The shift
Clarity is An advantage.
You don't need to code, and you don't need to chase every release. You need a working understanding of what AI is, where it creates value, and where it creates risk; so you can ask sharper questions, fund the right work, and move without second-guessing. That's what disambiguation means here.
AI for Leaders
✓ For executives who set AI direction.
✓ Speak about AI accurately with your team, board, and customers
✓ Tell real opportunity from hype
✓ Set a direction your org can act on
From $397
AI for Managers
✓ For managers who run the team applying it.
✓ Score your team's real tasks for AI-fit
✓ Apply your company's guardrails at the team level
✓ Build a 30/60/90-day pilot you can run this quarter
From $247
Training Both Leaders and Managers?
Choose Your Path
Two focused programs. Same plain-language approach, aimed at two different jobs.
Why Disambiguation?
Taught by someone who does this in public, every week.
Disambiguation is led by Michael Fauscette, founder of Arion Research and a longtime industry analyst focused on AI, agentic AI, generative AI, and AI governance. He doesn't just study how leaders should think about AI; he works it out in the open, where the ideas get pressure-tested in real time.
◆ Founder, CEO & Chief Analyst, Arion Research
◆ Author of 2 books on the digital workforce
◆ Host, Disambiguation podcast (weekly)
◆ Host, Arion Brief: AI at 10, a live AI news show
◆ ~2 published articles per week on AI and the future of work
“My job is to make AI make sense to the people who have to decide what to do about it.”
From ambiguity to clarity in three steps
Enroll
Join the program built for your role.
Learn the way You learn
Practical, structured, jargon-free, on your schedule.
Lead with confidence
Walk away able to make and defend AI decisions.
On the Roadmap
This is where clarity starts.
The AI for Leaders and AI for Managers courses are the first pieces of a broader learning platform for AI in business. More of the training program is on the way, along with new ways to build AI clarity across your organization. Get on the list and you'll be first to know.
Leaders and managers are already listening.
~2600+ Weekly
Podcasts and Live AI News Shows
Two Books
On building the digital workforce
~100+ Articles on AI / year
~36K+ views