DOMAIN TRACKS
Same AI. Different domain. Your exact use case.
Generic AI training doesn't transfer. You need examples from your job and mentors from your field.
The problem with generic AI training
The examples are always developer-flavored. The mentor is always a software engineer. The projects are always code. This is fine if you're a developer. If you're in marketing, ops, or finance - you leave the course unable to apply anything.
“Domain specificity is the difference between a course you finish and knowledge you use.”
THE 6 TRACKS
Find your domain.
MARKETING TRACK
WHO IT'S FOR
Content strategists, campaign managers, SEO leads, brand marketers, growth marketers
WHAT AI PROBLEM IT SOLVES
Re-prompting 5× for copy that's still generic. Spending 3 hours on a campaign brief that AI should generate in 20 minutes.
WHAT YOU'LL BUILD
An automated content production workflow (brief → multiple format outputs → performance prompt for analysis)
YOUR MENTOR PROFILE
Marketing practitioner with 7+ years, has built AI workflows for content, campaigns, and analytics
SAMPLE PROBLEM FROM #PROBLEM-STATEMENTS
"Trying to automate weekly campaign summaries but Claude loses context after the 3rd report format..."
OPERATIONS TRACK
WHO IT'S FOR
Operations managers, process owners, supply chain, vendor management, project leads
WHAT AI PROBLEM IT SOLVES
SOP creation that takes a day. Vendor analysis that's inconsistent. Reporting that's always delayed.
WHAT YOU'LL BUILD
Automated operational report pipeline (data in → n8n → formatted report out)
YOUR MENTOR PROFILE
Operations practitioner, built n8n workflows for internal processes
SAMPLE PROBLEM FROM #PROBLEM-STATEMENTS
"Built an n8n workflow for vendor quotes but spending 3× the tokens I expected..."
FINANCE TRACK
WHO IT'S FOR
FP&A analysts, finance managers, compliance officers, risk analysts, accountants
WHAT AI PROBLEM IT SOLVES
Financial modeling that takes 4 hours. Regulatory text that takes a lawyer. Risk analysis that's always a gut call.
WHAT YOU'LL BUILD
Financial analysis automation (data input → structured analysis → stakeholder-ready output)
YOUR MENTOR PROFILE
Finance practitioner with AI adoption in analysis workflows
SAMPLE PROBLEM FROM #PROBLEM-STATEMENTS
"I analyze 15 annual reports per quarter. Claude summarizes in 30 seconds but misses the risk factors every time..."
DESIGN TRACK
WHO IT'S FOR
UX designers, graphic designers, product designers, creative directors, brand leads
WHAT AI PROBLEM IT SOLVES
Client briefs that bounce 3 times. Concept exploration that's limited by time. Design system documentation that nobody reads.
WHAT YOU'LL BUILD
Automated brief-to-concept generator
YOUR MENTOR PROFILE
Design practitioner using AI for ideation, brief synthesis, and client communication
SAMPLE PROBLEM FROM #PROBLEM-STATEMENTS
"Every client brief starts from scratch even though 80% of the structure is the same. I want to automate the 80%..."
DEVOPS TRACK
WHO IT'S FOR
DevOps engineers, SREs, infrastructure engineers, platform engineers
WHAT AI PROBLEM IT SOLVES
Code review bottlenecks. Runbook documentation. Incident post-mortems that are always late.
WHAT YOU'LL BUILD
Automated code quality checker (PR → AI review → structured feedback)
YOUR MENTOR PROFILE
DevOps practitioner with AI in CI/CD pipelines
SAMPLE PROBLEM FROM #PROBLEM-STATEMENTS
"We have 50 PRs per week. I want AI to do the first-pass review and flag real issues - not just style violations..."
DATA SCIENCE TRACK
WHO IT'S FOR
Data analysts, ML engineers, data scientists, analytics engineers
WHAT AI PROBLEM IT SOLVES
Analysis that takes 2 hours to summarize. Stakeholder presentations that need 3 rounds. Data pipeline documentation that's always outdated.
WHAT YOU'LL BUILD
Automated data summary report (data → n8n → structured analysis → stakeholder brief)
YOUR MENTOR PROFILE
Data scientist with AI in analysis and reporting workflows
SAMPLE PROBLEM FROM #PROBLEM-STATEMENTS
"The analysis takes 2 hours. Writing the narrative takes 3 hours. The 3 hours feels like translation work. How do I automate the translation?"
Not sure which track?
Join the waitlist and tell us your role. We'll route you based on your intake questionnaire.
Join the WaitlistWhat all tracks share
- ✓Sessions 01–08 (same core curriculum)
- ✓Domain-specific examples in every session
- ✓Domain-matched cohort peers
- ✓Domain-expert mentor
- ✓Domain-specific project as the certification output
- ✓Before/after efficiency review