Build enterprise AI systems that actually work
Learn the full stack — data pipelines, vector DBs, RAG, AI gateways — by building a production AI companion with real enterprise data patterns.
AI builds with you. You see every line of code. Your projects become your portfolio. $100/mo — 10x cheaper than a bootcamp.
The gap nobody fills
Courses teach theory. Tools teach buttons. Nobody teaches you to architect enterprise AI systems end-to-end.
See every line
AI builds the system with you. You see the code being generated, understand every decision, and can modify anything.
Real patterns, not toys
Synthetic but realistic enterprise data — CRM records, call transcripts, support tickets. The same patterns used at Fortune 500 companies.
Portfolio, not certificate
Each module produces a deployed artifact. Your portfolio says "I built a working RAG system" — not "I passed a quiz."
6 modules. One production system.
Each module builds on the last. By the end, you have a complete enterprise AI application deployed and connected.
Data Lake
Ingest 5 data sources (CSV, PDF, API, email, web) into a unified document store with schema normalization and quality validation.
Deliverable: Working pipeline: 5 sources → 24 normalized documents
Encoding Pipeline
Chunk documents with metadata-aware strategies, generate embeddings, and store in pgvector with HNSW indexing for fast retrieval.
Deliverable: 24 documents → 156 searchable chunks with vectors
Retrieval System
Build hybrid search combining semantic similarity, keyword matching, and SQL filters. Add reranking by relevance, recency, and authority.
Deliverable: Query → ranked results with source attribution
AI Gateway
Prompt routing (right model for the task), cost controls (per-user budgets), guardrails (PII detection, output validation), and response caching.
Deliverable: Production-grade AI control plane with monitoring
Companion App
Next.js chat interface with streaming responses, source citations, confidence scores, pre-call briefings, and conversation history.
Deliverable: "What should I know about Acme Corp?" → full briefing
Deploy & Connect
Production deployment, Slack bot integration, MCP server for other AI tools, monitoring dashboards, and operations runbook.
Deliverable: Live system accessible from Slack, Claude, and web
Choose your capstone
Same 6 modules, different domain data. Each capstone produces a unique portfolio piece.
AI Sales Companion
Build a RAG-powered tool that prepares sales reps for every call — pulling from CRM data, product docs, call transcripts, and competitor intelligence.
"What should I know before my call with Acme Corp?"
AI HR Assistant
Build an AI assistant that answers employee questions about policies, benefits, and procedures — sourced from real HR documents.
"What's our parental leave policy for employees in California?"
Coming soon
AI Marketing Intelligence
Build a tool that monitors competitors, analyzes trends, and drafts content — powered by real-time web data and brand guidelines.
"Summarize competitor positioning changes this quarter"
Coming soon
AI Support Agent
Build an AI that auto-drafts support responses with citations from your knowledge base, ticket history, and product changelog.
Auto-draft responses with citations and confidence scores
Coming soon
AI Finance Analyst
Build a tool that analyzes SEC filings, earnings transcripts, and market data to answer financial research questions.
"Compare Q3 margins across our top 5 competitors"
Coming soon
How it compares
| Self-paced | Bootcamps | Alset | |
|---|---|---|---|
| Price | $20-60/mo | $1,000-15,000 | $100/mo |
| Format | Videos + quizzes | Cohort lectures | AI builds with you |
| Output | Certificate | Certificate + project | Deployed system + verified portfolio |
| Stack | Single vendor | Varies | Vendor-neutral |
| Enterprise data | Toy examples | Some real data | Realistic synthetic data |
| Verification | Quiz scores | Instructor review | Mentor review + evidence |
Ready to build?
Start with the Sales Companion. More capstones coming soon.
Enterprise
Cancel anytime. Keep your code.
- All 6 modules — Data Lake to Deploy
- AI pair programmer builds with you
- Synthetic enterprise data packs
- See every line of code generated
- Verified portfolio output
- E2B cloud sandbox environment
- Mentor review available
10x cheaper than a bootcamp. 100x more practical than a cert.