Published County Intelligence
2 validated city frameworks are live.
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 Kanawha County. Deploying sub-second routing and closed-loop attribution near West Virginia State Capitol.
Engineered revenue infrastructure for scaling operators in Orange County. Deploying sub-second routing and closed-loop attribution near Walt Disney World.
Engineered revenue infrastructure for scaling operators in Jackson County. Deploying sub-second routing and closed-loop attribution near Nelson-Atkins Museum.
Engineered revenue infrastructure for scaling operators in Laramie County. Deploying sub-second routing and closed-loop attribution near Wyoming State Capitol.
Engineered revenue infrastructure for scaling operators in Williamson County. Deploying sub-second routing and closed-loop attribution near Dell Diamond.
Engineered revenue infrastructure for scaling operators in Honolulu County. Deploying sub-second routing and closed-loop attribution near Diamond Head.
Autonomous workflows, vector intelligence, and memory-safe systems built to scale business operations without fragility.
Deterministic Tokio worker pools and event-driven control plane loops.
Problem Addressed
The orchestration logic is hidden inside prompts or scattered helpers.
Decompose bottlenecked monolithic services into rock-solid Rust binaries.
Problem Addressed
The prototype works but falls apart under concurrent usage.
HNSW vector indexes and multi-tenant collection clustering at scale.
Problem Addressed
Search results feel random even though embeddings are being stored.
Scalar quantization, on-disk payload storage, and SIMD hardware acceleration.
Problem Addressed
Search latency changes unpredictably.
Bespoke web portals, client dashboards, and automated intake engines.
Problem Addressed
Your team spends hours on manual data entry or copy-paste tasks.
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.