07 / AI-MCP

AI in your stack, not your slide deck.

Practical MCP servers and LLM integrations — built on the system I run myself.

book an AI integration callall services

Outcomes

  • Tribal knowledge becomes a queryable graph.
  • Repetitive tickets resolve before a human sees them.
  • Your AI rollout has a runbook, not a vibe.

A typical engagement

Internal Confluence + ticket system connected to MCP-backed assistant, indexed and access-controlled.