We build and operate Model Context Protocol servers and Azimuth-powered automation that turn complex, multi-step workflows into reliable, scalable software.
Production-grade MCP infrastructure and Azimuth-powered automation built for reliability and measurable results.
27 production Model Context Protocol servers across three tiers: orchestration, business operations, and revenue generation. Clean separation of capability from model choice.
Bit-level language model with masked-bit modeling (MBM) for constraint-aware, guardrailed automation. Built for determinism where typical LLMs drift.
Agent architectures with deterministic QA, invariant enforcement, circuit breakers, and flash-parallel execution. Built to recover and verify.
We implement AI automation across operations, revenue, and content workflows using proven frameworks and reliability patterns.
Record once, then MCP orchestrates the entire production pipeline with quality checks and multi-platform distribution.
Deterministic checks and circuit breakers ensure quality before publish. MCP servers handle orchestration, tool routing, and error recovery.