LLM

A statistical engine trained on vast amounts of text to predict the next token and generate human-like language.

RAG

A technique that grounds an LLM with external knowledge, allowing it to answer using up-to-date and organization-specific information.

Agentic AI

Agentic AI is AI that can reason, plan, and take actions to achieve a goal—not just generate a response.

MCP

A standardized way for AI models to securely connect to tools, data sources, and applications through a common interface.

Governance, Risk & Compliance

The framework that ensures AI systems operate responsibly, manage risks effectively, and comply with regulatory and organizational requirements.

Systemic Design & Architecture

Building end-to-end enterprise systems that connect strategy, platforms, and execution at scale.