Course N°179 — AI & Automation
The AI Analyst: Turn Business Data Into Decisions
with Incipio Studio
Original curriculum by Incipio Academy
Use AI to clean, join and interrogate your real business data, then ship a weekly metrics pack you actually act on. No data team, no SQL background, no dashboards that break.
What you’ll walk away with
Skills, not certificates of attendance
Curriculum
4 chapters · 16 lessons
4h 37m total01Data You Can Actually Trust4 lessons+
- 1Export Everything: Payments, Store, CRM and Ads Into One FolderVideo14:20
- 2The Five-Minute Data Audit: Spot Rubbish Before It Lies to YouVideo12:45
- 3Cleaning With AI: Dedupe, Normalise Currencies, Fix Broken DatesVideo18:30
- 4Build the Master Table: Joining Orders, Customers and Ad SpendVideo21:10
02Asking Questions That Return Answers4 lessons+
- 1The Decision-First Brief: Start From the Action, Not the ChartVideo13:05
- 2Prompt Patterns for Analysis: Hypothesis, Cut, Counter-CheckVideo19:40
- 3Make the Model Show Its Working: Formulas, SQL and Row CountsVideo17:25
- 4Catching Hallucinated Numbers Before They Reach a Board DeckVideo15:50
03The Reports That Change Behaviour4 lessons+
- 1Cohorts, Retention and Payback Without a Data TeamVideo24:15
- 2Contribution Margin by Product, Channel and Customer SegmentVideo22:05
- 3Your Monday Metrics Pack: Twelve Numbers on One PageVideo20:00
- 4Spreadsheet Dashboards That Survive Contact With RealityVideo19:35
04Run It Weekly, Forever4 lessons+
- 1Scheduled Refreshes: Automating the Pull, Clean and RebuildVideo18:45
- 2Anomaly Alerts: Get Pinged When a Number Moves Off TrendVideo16:10
- 3Privacy and PII: What Never Goes Into a PromptVideo13:55
- 4From Report to Decision: The 30-Minute Numbers MeetingVideo16:40
Your instructor
Incipio Studio
Original curriculum by Incipio Academy
Incipio Studio is the academy's in-house curriculum team. Studio courses distill proven playbooks, frameworks, and operator interviews into structured, do-this-next lessons, researched and produced by Incipio Academy.
“I had six years of exports and no idea what they meant. Two weekends on this and I found a channel burning a third of my ad budget on customers who never reordered.”
Verified student
Or get all-access for $69/mo
This course plus every other one, new drops the day they land, and half-price live tickets.
Compare plans →— 16 videos
— All future updates included
— 30-day money-back guarantee


