25+
Years Building Software
Enterprise systems since 2000
3M+
Lines via AI Systems
RAG, MCP, Agent Architectures
100%
US-Based Team
Atlanta, no offshore
3
Training Tracks
Dev Teams, Executives, SMB

Every Month You Wait, The Gap Grows

GitHub research shows developers with AI tools are 55% more productive. Companies are already restructuring around this reality. The question is not whether to train your team — it is how fast you can start.

For Dev Teams

Your competitors' developers are already shipping with AI. Every sprint without AI-assisted workflows is velocity you are leaving on the table.

For Executives

Your board is asking about AI strategy. Your competitors are executing on one. Leaders who understand AI are making better decisions — today, not next quarter.

For Small Business

Your bigger competitors are already using AI to do in hours what takes you days. AI is the equalizer — but only if you learn to use it.

What We Build

We don't just teach AI — we build production AI systems. The deep technical work we write about on our blog is what we implement for clients.

RAG Systems

Production retrieval pipelines with hybrid search, re-ranking, and embedding strategies. Not basic vector search — real retrieval engineering.

MCP Implementation

Build MCP servers that connect AI to your systems. Tool integration, capability negotiation, production deployment patterns.

Agent Architectures

Orchestration frameworks with state management, reliability patterns (Pydantic, Reviewer Pattern), and evaluation systems.

Enterprise Integration

Connect AI to ERP, CRM, data warehouses. We've done this for 25 years — now with AI-native patterns.

Recent Work

3M+ lines of production code shipped using agentic workflows

Production

ERP Integration & Data Systems (MDSi, Segra)

Production

Startup Data Platform with Multi-System Integration (Climb Analytics, FieldRoutes, ADP, Podium)

Production

This Website - VibeCoded with Claude, Gemini & Codex

Our methodology: 100% agentic/vibe-coded - DevOps, requirements, security, all through agents

Your Competitors StartedLast Quarter

Every week you wait, AI-enabled teams pull further ahead. Pick your track and start closing the gap today.

All tracks: Hands-on training | 25+ years experience | 100% US-based

AI Training for Dev Teams, Executives & Small Business | Elegant Software Solutions