Most analytics work gets ignored. AI is making output faster, not better—so the risk is confident mistakes and “dashboard theater.” This program installs a decision-grade workflow so your analysis survives scrutiny and actually gets used.

Three pillars (what you’re really buying)

Systems of Decision‑Grade Analytics (repeatable workflows) • Platform for Analytics Execution (portable or enterprise tooling) • Scientific Method for Business applied to real business problems.

COHORT #1 SYLLABUS

Expert Data Analysis in the Age of AI Beyond the Prompt

A 6-week premium cohort on decision-grade analytical workflow: choose the right questions, get the right data, validate it, build exact analysis, and communicate results that leaders can act on.

6 weeks 4–6 hours / week Weekly live clinics Capstone Decision Packet

How the cohort runs (weekly timing)

Designed for working professionals. One applied artifact per week.

What you watch (async)

Core Theory: 35–50 minutes
AI Companion: 15–25 minutes
Templates: 1–3 checklists/worksheets
Total async: 60–90 minutes/week

What you do live

Live Clinic: 90 minutes (hot seats + reviews)
Optional Office Hour: 45–60 minutes
Work time: 2–4 hours applying to your project
Total commitment: ~4–6 hours/week

Who it is for

Analysts, senior analysts, and BI professionals
Analytics, RevOps, FP&A, product, and insights teams
Managers who want decision-grade, reusable workflows

What you will leave with

A complete capstone Decision Packet on a real project
Question framing, QA, analysis, and communication templates
A repeatable workflow for using AI without false confidence

Weekly structure

Each week includes: Core Theory, an AI Companion, templates/checklists, and a Live Clinic.

Implementation lanes (included) + browser fallback

The workflow is the product. Tools are the vehicle. Choose the lane that fits your environment:
• Operator lane: DuckDB + VS Code + Python
• Enterprise lane: Snowflake + Tableau
• Browser fallback (no-install): Google Colab or Hex.tech if corporate IT blocks installs.

Week 0

Environment setup (released immediately)

Choose a real project, define the decision, identify stakeholders, and set a success standard.

Week 1

Choosing questions that actually matter

Decision framing, question trees, hypotheses, and what “good enough evidence” means.

Week 2

Collect, check, and clean data

Data inventory, source ownership, definitions, QA checks, cleaning logic, and assumptions logs.

Week 3

Build exact analysis

Specs, cohorts, exclusions, sensitivity checks, and the difference between analysis and output theater.

Week 4

Visualize and communicate

Choose the right chart, table, or dashboard; frame the recommendation; communicate caveats clearly.

Week 5

Executive presentation clinic

Present your packet, get feedback, and sharpen the message for decision-makers.

Week 6

Monitoring + beyond analysis

Define follow-through metrics, monitoring logic, and when to escalate into forecasting, experimentation, causal, or ML methods.

Included templates

Question & decision

Decision framing worksheet, question tree, stakeholder map, threshold and timeframe definitions.

Data & QA

Data inventory, source ownership map, QA checklist, assumptions log, and cleaning decision record.

Analysis & communication

Analysis spec, visualization decision tree, executive narrative structure, and Decision Packet deck template.

Apply for Cohort #1 Download PDF syllabus

Standard vs Pro

Included	Standard	Pro (capped)
6-week cohort + curriculum	✓	✓
Core Theory + AI Companion weekly	✓	✓
Weekly Live Clinic	✓	✓
Templates + checklists	✓	✓
Capstone Decision Packet	✓	✓
Deep async artifact reviews (2 total)	—	✓
Priority Q&A queue	—	✓
Seat availability	50 founding seats	8 seats max

Pro reviews are scoped to (1) your analysis spec/QA plan and (2) your final Decision Packet—high signal, no unlimited consulting.

Apply See pricing

Guarantee & policies

Designed to remove purchasing friction for individuals and teams.

7-day refund + one-time transfer

7-day refund window from cohort start. If you can’t attend, you may transfer once to the next cohort. If you miss a clinic, replays are provided.