Master the new analytical mindset: You own the business reality. AI is the genius in the matrix. In 6 weeks, stop producing “dashboard theater” and start shipping Decision Packets executives actually act on.
AI accelerates the technical execution, but the human workflow determines whether the output is correct, useful, and decision-ready.
The risk isn't just AI hallucinating. It's human errors—poor definitions, lack of QA, and vague questions—being amplified at lightning speed.
AI is a genius in the matrix, but it doesn't know your business reality. Relying on it to run the analysis, rather than assist you in the complex technical build, leads to polished, confident garbage.
Vague questions, undefined outcome ranges, and missing success thresholds guarantee the work gets ignored—no matter how fast an AI builds the dashboard.
Analysts blindly query data without understanding table relationships or data completeness. Without human QA and basic sanity checks against past results, analysis becomes politics.
When leadership asks “What should we do next?”, most analytics work can’t answer it. The Decision Packet turns analysis into action: decision framing → evidence standard → QA → recommendation.
Tip: Use this on your next project. If it improves outcomes, the cohort is the “system install.”
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You will learn to master the split: You own the reality, AI is the genius in the matrix. We teach Systems of Decision‑Grade Analytics, a Platform for Analytics Execution, and the Scientific Method for Business. They need each other to get to powerful, correct insights.
Stop defining vague data pulls. Turn broad ideas into questions with decision implications, defined outcome ranges of consequence, and strict success criteria.
Map the real data landscape, understand table relationships, and run baseline sanity checks against past results before trusting the AI to build anything.
Learn to write exact specifications so your AI assistant executes perfectly, and communicate the final recommendation with confidence and caveats.
Why this matters: If you’re a smart person who asks real questions, this program installs the system and standards that make you an invaluable asset—because your analysis will survive scrutiny and actually get used.
Question definition, data map, QA checks, analysis spec, visuals, recommendation, and monitoring plan.Outcome-led. Minimal fluff. Built for working professionals.
Six weeks. Each week: Core Theory + AI Companion Demo + Template + Live Clinic.
Join the founding cohort of Expert Data Analysis in the Age of AI: Beyond the Prompt. Choose the outcome you want—Pro adds scoped expert reviews.
| Item | Standard | Pro |
|---|---|---|
| Primary outcome | Decision Packet shipped | Decision Packet shipped |
| Live clinics | Weekly | Weekly |
| Templates + checklists | Included | Included |
| Deep reviews | — | 2 async reviews (scoped) |
| Seats | Up to 50 (founding) | Cap 8 |
Need an invoice / receipt for L&D reimbursement? See “Convince your boss.”
A 24×36 visual guide to choosing charts (and using color/shape correctly)—designed as a daily decision aid, not decoration.
Tip: the poster is most effective when it’s visible during analysis—think “reference card,” not “art print.”
Position it as risk mitigation and team ROI, not a perk.
Subject: ROI Proposal: AI Risk Mitigation + Decision-Grade Analytics Training
Hi [Boss Name],
Right now, the biggest risk with our team using AI (ChatGPT/Gemini/Claude) is hallucinations, KPI confusion, and “dashboard theater” that looks polished but leads to bad decisions.
I’m requesting approval to join a 6-week cohort called “Expert Data Analysis in the Age of AI: Beyond the Prompt.” It teaches a new mindset: the human owns the business reality and QA, while AI owns the technical execution.
ROI for our team:
1) I will use a real company project as my capstone and deliver a decision-ready Decision Packet during the program.
2) I will bring back the workflow templates (question framing, data checks, QA rubric, analysis specifications, AI boundaries) and share them with our team.
Cost: $1,500
Time: ~4–6 hours/week for 6 weeks
Are you open to sponsoring this via the L&D budget? I can send the syllabus and learning outcomes.
Thanks,
[Your Name]A complete Decision Packet on a real project: decision framing, data map, QA + assumptions, analysis spec, visuals, recommendation, and monitoring plan—ready for leadership.
No. Prompting is a tool. This is a masterclass in the human/AI partnership: you own the business reality and the QA, the AI owns the complex technical execution.
You’ll get the replay. You can also submit your question for the next clinic. Pro members can use one of their scoped reviews if needed.
None are mandatory. You can follow the Operator lane (DuckDB + VS Code + Python) or the Enterprise lane (Snowflake + Tableau). If corporate IT blocks installs, use Colab or Hex.tech as a browser fallback.
Bootcamps teach tools. Certificates reward completion. Expert Data Analysis in the Age of AI installs a decision-grade system and produces a deliverable leadership can act on—using your real constraints and data reality.
Yes. Use the “Convince your boss” template. Team Packs (5 seats) are invoiced net-30.
7-day refund window from cohort start. If you can’t attend, you may transfer once to the next cohort.
Yes. You can use anonymized/sanitized data. We focus on workflow and decision structure—not exposing proprietary details.