We build systems, not shortcuts.

We are not a fit if you are looking for a cheap AI chatbot, a short-term prototype with no production plan, or pure staff augmentation sold as systems work. We build durable infrastructure. Our work assumes you want long-term ownership over your product and operations.

By owning your runtime. We don’t build on closed platforms that trap your data. We build your system using our open-core Wippy framework. Every workflow, agent, and data pipeline can be exported or moved. Client independence is a core feature of our work; you own the code and the system completely.

Yes. We specialize in inheriting complex legacy codebases and fragmented data. For enterprise environments, we design a “Reference Layer” architecture where agents operate exclusively on your private infrastructure, ensuring sensitive data never leaks to public models like OpenAI.

You work exclusively with senior architects and domain-focused engineers. We do not run a bench of juniors or offshore generalists. You get direct access to the technical leadership who actually designs and builds the agentic workflows.

We price the system and the outcome, not raw hourly engineering effort. A Phase Zero architecture sprint (for Founders) stays under $25,000. Full Operational Knowledge Extractions (for Established Firms) start at $25,000+. We do not compete on offshore headcount rates.

Both, but sequence matters. 80% of an AI agent system is standard plumbing (durability, state management, observability); 20% is your unique domain expertise. Companies hire us to install the 80% Bank-Grade infrastructure instantly so their internal experts can focus solely on teaching the agents the 20% business logic.