AI Consulting

Production AI agents, connected to your real systems

Custom agents built by two senior engineers who know both LLMs and production systems.

Why AI Agents Matter Now

Connecting AI agents to existing systems requires deep technical expertise

Keeping up with the latest LLM capabilities and best practices is a full-time job

Moving from demo to production-grade agents needs serious engineering

The frameworks and languages we reach for on this kind of work.

LangChain

ell

Custom Agent Frameworks

Python

JavaScript

Ruby

Typical Timeline: 4-8 weeks

Typical Timeline: 8-12 weeks

Typical Timeline: 12+ weeks

Differential AI Lab (difflab.ai) — our four-person applied AI research and consulting lab focused on agentic boundary enforcement, compliance, and AI software factories.
claude-guardrails & prompt-bonk — AST-based Rust pre-tool security guardrails (validated on 154K real agent decisions) and sub-millisecond prompt injection scanning.
agent-babel & ai-agent-toolbox — self-hosted agent message bridge with authenticated MCP, explicit approval, and tool-use primitives.
getaiceo.com — AI-powered executive decision-making for SMBs and startups, and a Backdrop Build V4, V5 & V6 finalist.

Email a few lines about what you're building. Martyn or Mikkel will reply personally.

Or reach a founder directly on LinkedIn: Martyn Garcia · Mikkel Garcia