Artificial Intelligence Consulting
AI Agents
for Operations & Development
Consulting for companies integrating AI agents into their processes
What We Do
AI Agent Strategy
Assessment and roadmap for integrating AI agents into your operations and development workflows. From proof-of-concept to production.
Custom AI Agents
Purpose-built agents tailored to your business processes. Designed for reliability, observability, and cost-efficiency at scale.
Agent Toolkits & Harnesses
Toolkits give your agents the tools to act. Harnesses connect them to your existing infrastructure: databases, APIs, internal systems. Intelligence on your current data, without replacing what already works.
Infrastructure & Integration
End-to-end integration of AI agent systems into existing platforms. Local, cloud, or hybrid deployments.
Anti-Agent Protection
Technology and strategy to protect sites with information intended for human processing only. Agent detection, access controls, and content safeguards against automated AI scraping and processing.
MCP Services
Help companies build MCP (Model Context Protocol) services that expose their APIs and data for consumption by AI tools like Claude, Copilot, and custom agents. Turn your services into agent-ready endpoints.
Our Approach
The Harness Matters
Research converges on this: the infrastructure surrounding an LLM has as much impact on performance as the model itself. We design harnesses that make your agents effective.
Design for Tools, Not Buttons
For AI agents, a good interface has unambiguous parameters and predictable return structures. We build tools your agents can use reliably.
The LLM Reasons. The Harness Computes.
The most consequential design decision is what gets executed by the LLM (expensive, slow) versus what gets executed by the harness (cheap, fast, deterministic).
Token Optimization = The New Usability
In HCI the metric was: can a human complete the task efficiently? In ACI it's: can the agent complete the task cheaply and fast? Both reduce friction.
Technologies
What Our Clients Say
[PLACEHOLDER] "q39.dev helped us ship our AI agent infrastructure on time and under budget." — [Client Name], [Company]
[PLACEHOLDER] "The harness design fundamentally changed how we think about our agent workflows." — [Client Name], [Company]
[PLACEHOLDER] "Expert MCP integration that connected our entire stack seamlessly." — [Client Name], [Company]
Contact
Based in Munich, Germany
München, Deutschland