Verified revenue control planes tailored to the regulatory, market density, and unit economic constraints of active regional metropolitan markets.
Engineered revenue infrastructure for scaling operators in Hamilton County. Deploying sub-second routing and closed-loop attribution near Cincinnati Zoo.
Engineered revenue infrastructure for scaling operators in Hillsborough County. Deploying sub-second routing and closed-loop attribution near Tampa Riverwalk.
Engineered revenue infrastructure for scaling operators in Bernalillo County. Deploying sub-second routing and closed-loop attribution near Old Town Albuquerque.
Engineered revenue infrastructure for scaling operators in Ada County. Deploying sub-second routing and closed-loop attribution near Idaho State Capitol.
Engineered revenue infrastructure for scaling operators in Denver County. Deploying sub-second routing and closed-loop attribution near Red Rocks Amphitheatre.
Engineered revenue infrastructure for scaling operators in Sedgwick County. Deploying sub-second routing and closed-loop attribution near Keeper of the Plains.
Autonomous workflows, vector intelligence, and memory-safe systems built to scale business operations without fragility.
Decompose bottlenecked monolithic services into rock-solid Rust binaries.
Problem Addressed
The prototype works but falls apart under concurrent usage.
Sub-second real-time telemetry dashboards and business KPI monitors.
HNSW vector indexes and multi-tenant collection clustering at scale.
Problem Addressed
Search results feel random even though embeddings are being stored.
Definitive engineering scope blueprints that eliminate developer confusion.
Production multi-agent runtime environments with structured output guards.
Dense + sparse hybrid search with cross-encoder reranking and payload filters.
Problem Addressed
The model answers confidently but pulls the wrong context.
Deterministic Architecture Discovery: Showing specialized subsystems suited to your active workflow context.
In motion
A six-second look at a growth system in motion.