Defensible AI = AI you can explain, control, and stand behind. The practicum closes the gap between knowing about AI and being able to defend the work it helped you produce. Live coaching, real legal precedent, judgment built under real conditions.
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Defensible AI is what defensive driving is to a car: the discipline that keeps you out of court. You build it by developing judgment under real conditions, not by memorizing rules. Two anchors keep the pedagogy honest: real legal precedent, and a four-part framework that covers every dimension of working with AI.
Every lesson maps to a real legal precedent.
You practice the move; the coach scores it.
Each session ends with a Coaching Session Report that a regulator could read.
The cert URL stays valid permanently. The trail stays defensible.
Every lesson is built around a real legal or regulatory action your audit team already cites. The disciplines that would have prevented each case are the disciplines we teach.
The 4D Framework covers every dimension of working with AI at work. The practicum builds all four.
When to hand a task to AI, when to keep it human, and how much autonomy AI gets if it runs.
Briefing AI well enough to produce useful output. Specificity, context, constraints.
Evaluating what AI gives back. When to trust it, when to push back, when to throw it out.
Owning the output. Documentation, audit trails, accountability for AI-assisted work.
AI mistakes are already triggering lawsuits, fines, and consent decrees.
Not as a strategic initiative. As a habit. In every email draft, every research summary, every internal memo, every document review. Most firms stopped asking "should we use AI?" a year ago. The question that matters now is the next one: do you actually know how it is being used, and could you stand behind it if a regulator, a client, or a counterparty asked?
Who is using AI, on what data, for what work, and where the record is.
The same prompt run by two teams produces two different outputs, and two different liabilities.
AI output reaches a client, a regulator, or a counterparty before anyone reviewed the reasoning.
An AI literacy program your team actually uses, with the records to prove it.
“This isn't a course. It's the discipline behind AI decisions that hold up at audit.” — Head of L&D, mid-market insurer
Every role that touches AI needs judgment, not just skills.
Your team is already using AI. The question is whether they know when to trust it, when to override it, and who owns the output. This course builds that judgment across every role.
Setting standards, evaluating AI-assisted output, and holding people accountable requires the same fluency your team needs. The practicum gets you there faster.
Deploy a structured AI readiness program with built-in assessments. Each learner gets a Coaching Session Report showing exactly how their AI judgment is developing.
AI governance starts with AI-literate people. This course teaches employees to evaluate AI outputs critically, document AI involvement, and maintain accountability.
Pick your industry and department. The course adapts examples, scenarios, and practice sessions to your context.
Free courses teach concepts. This course anchors every lesson to a specific legal precedent, runs your team through industry-specific scenarios, and produces a Coaching Session Report after every session. That report names exactly what each employee can and cannot evaluate, which is the artifact your audit team needs.
When a regulator or internal auditor asks "show me your team can evaluate AI output," a completion certificate is not an answer. The Coaching Session Reports document each employee's reasoning on real industry scenarios. Those reports map to NIST AI RMF, EU AI Act Article 4, and ISO/IEC 42001 obligations.
See a sample Coaching Session Report → See a sample certificate →
15 lessons, around 5 hours of total seat time. Designed to complete in 4 to 6 weeks at 30 to 45 minutes per week. Each lesson includes a coaching session that produces an individual report.
Yes. The course ships with 270 industry and department variants spanning insurance, financial services, healthcare, retail, technology, and public sector, across operations, marketing/communications, and HR. Pick your industry and department in the preview above to see your version.
Team licenses are $249 per seat, one-time. Seats are perpetual: no renewal, no expiry. Volume pricing for 50+ seats. Buy directly from this page once you've walked through the preview.
The buyer becomes the team admin. They own the seats permanently and can invite team members by email. Each member gets a magic link to start the course on their own seat. Members keep their progress, reports, and certificate even if they later leave the team.
Pick an industry and department, walk through a lesson, and try a live coaching session. The course adapts to your context and the practicum shows your team exactly where their AI judgment stands. Seats are $249 each, one-time, no renewal.
Start Course → Buy team seats →