Business AnalyticsInstitute
10-Week Live BootcampCohort 04 · Apr 28 — Jul 7

AI Agents Bootcamp. From prompts to agents.

Stop chatting with AI. Start building systems that work while you sleep — clean data, ship content, qualify leads, and close gaps your team has been ignoring for quarters.

20+
Hours saved / week
8+
Tools you'll build
10×
ROI in cohort
agent.run
> agent.invoke({
    "task": "Qualify Q1 inbound leads",
    "tools": ["sheets","crm","email"],
    "memory": "long-term"
  })

✓ Pulled 412 leads from Sheet · 1.2s
✓ Enriched with Clearbit · 3.4s
✓ Scored with rubric v3 · 0.8s
✓ Drafted 87 personalized emails · 6.1s
✓ Synced 412 to HubSpot · 2.0s

→ Total: 13.5s   |   Saved: 3h 42m
Reasoning
GPT-4.1
Vector DB
Pinecone
Orchestrator
LangGraph
Professionals joining from
HubSpot
Salesforce
Notion
Shopify
Zapier
Stripe
Atlassian
Asana
HubSpot
Salesforce
Notion
Shopify
Zapier
Stripe
Atlassian
Asana
Stop doing grunt work

Your competition isn't waiting. They're already automating.

Sales outreach. Content production. Data cleanup. The next twelve months separate operators who run on agents from operators who don't. We'll teach you to be the first kind.

  • Automate the admin tasks burning your week
  • Generate brand-safe visuals in minutes
  • Clean and analyze messy data without an Excel formula
  • Ship workflows your team can actually use
Before vs. After
Real cohort impact
Lead enrichment
Before
3.5 hrs
After
8 min
Content drafts / wk
Before
2
After
12
Sales review prep
Before
1.5 days
After
30 min
Reports shipped / mo
Before
4
After
23
What you'll build

Three flagship systems. Plus five more.

Every project is shipped, mentor-reviewed, and ready to plug into the work you're already doing.

Smart Lead Qualifier

Wire Google Sheets and ChatGPT into a pipeline that scores leads, drafts personalized outreach, and routes hot accounts to your CRM.

  • CRM enrichment
  • Lead scoring
  • Personalized email drafting
  • CRM auto-update

Content Factory

From topic research to blog drafts to social-ready repurposes — a single agent that produces, edits, and publishes with brand-safe visuals.

  • Topic research
  • Long-form drafts
  • Brand-safe visuals
  • Social repurposing

Quarterly Sales Review

Drop in messy CSVs and let an agent clean, analyze, visualize, and forecast — without writing a single Excel formula.

  • CSV cleanup
  • Trend visualization
  • Forecasting
  • Slide-ready output
The curriculum

10 weeks. 10 milestones. One portfolio agent.

Live sessions twice a week, deep-work prompts in between, and a capstone you'll demo on stage.

Week 01
Foundations of Agentic AI
  • Reasoning & memory primer
  • Agent design patterns
  • Safety, governance, evaluation
Week 02
Introduction to LangChain
  • LCEL fundamentals
  • Tool use patterns
  • Streaming & callbacks
Week 03
Context Engineering
  • Vector DBs
  • RAG architectures
  • Chunking, embeddings, recall
Week 04
Agent Reliability
  • Routing & decision flows
  • Retry strategies
  • Observability
Week 05
Memory & Personalization
  • Episodic memory
  • User-state stores
  • Long-running tasks
Week 06
LangGraph in Production
  • Stateful workflows
  • Multi-agent graphs
  • Human-in-the-loop
Week 07
Tools & Integrations
  • APIs, files, browser tools
  • OAuth & scopes
  • Webhook orchestration
Week 08
Evaluation & Safety
  • LLM-as-judge
  • Red-teaming
  • Cost & latency budgets
Week 09
Deployment Patterns
  • Hosting choices
  • Caching & rate limits
  • Monitoring & alerts
Week 10
Capstone & Showcase
  • Build your flagship agent
  • Mentor review
  • Live demo day
The promise

Build agents that pay for the bootcamp twice over — in week 4.

We've timed every module to a real-world workflow. The faster you ship, the faster the math works.

20+ hrs
Reclaimed every week
8+
Production-ready tools
10×
ROI within the cohort
100%
Mentor-graded output

Cohort 04 starts soon.

Limited seats — we cap each cohort to keep mentor reviews real.