Enterprise AI Guides
Free preview chapters from our hands-on enterprise AI courses. Learn the concepts, then build the real thing for $100 per course.
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.
Fine-tuning for Enterprise AI
Build a complete fine-tuning pipeline — curate training data from your Sales Companion, format for APIs, run fine-tuning jobs, evaluate with automated metrics, and deploy with A/B testing.
Dataset Curation
From Raw Data to Training Pairs
Data Preparation
Format, Split, Budget
Fine-tuning Execution
Running the Job
Evaluation Harness
Measuring What Matters
A/B Testing App
Side-by-Side Comparison
Production Pipeline
The Data Flywheel
Production AI Agents
Build AI agents that take action — CRM lookups, email drafts, calendar bookings, Slack posts. With LangGraph orchestration, MCP server, guardrails, and human-in-the-loop approval.
Tool Design
Building the Hands of Your Agent
Agent Orchestration
The Plan-Execute-Observe Loop
MCP (Model Context Protocol)
The Universal Connector for AI Tools
Guardrails & Human-in-the-Loop
Safety as a Feature, Not a Constraint
Agent App
From CLI to Web — Building Trust Through Visibility
Production Pipeline
From Working Demo to Reliable System
AI HR Assistant
Build an AI assistant that answers employee questions about policies, benefits, and procedures — sourced from real HR documents.
Data Lake
Ingest & Normalize HR Documents
Encoding Pipeline
Chunk & Embed HR Documents
Retrieval System
Hybrid Search & HR-Specific Reranking
AI Gateway
Guardrails, Routing & LangGraph.js
HR App
Chat Interface & Query Routing
Deploy & Connect
Slack, MCP & Compliance Monitoring
AI Marketing Intelligence
Build a tool that monitors competitors, analyzes trends, and drafts content — powered by real-time web data and brand guidelines.
Data Lake
Ingest Marketing Intelligence
Encoding Pipeline
Time-Aware Embeddings
Retrieval System
Hybrid Search + Temporal Reranking
AI Gateway
Brand Guardrails & Routing
Marketing App
Dashboard & Content Studio
Deploy & Connect
Alerts, MCP & Scheduled Reports
AI Finance Analyst
Build a tool that analyzes SEC filings, earnings transcripts, and market data to answer financial research questions.
Data Lake
Ingest & Normalize Financial Data
Encoding Pipeline
Table-Aware Chunking & Embeddings
Retrieval System
Hybrid Search with Financial Awareness
AI Gateway
Financial Guardrails & Number Validation
Finance App
Dashboard & Analysis Agent
Deploy & Connect
Earnings Alerts, MCP, & Monitoring