Document Intelligence
DocVault
An AI-powered document platform designed to turn administrative chaos into structured, searchable information.
View system →The Builder
I didn't enter tech through the front door
Construction sites in Switzerland taught me more about building reliable systems than any computer science class. When a system fails on a construction site, it costs real money and real time — not a test run. That pressure shapes how every product here gets built.
About the builderSelected Systems
Products built from real friction
Each product below started with a specific operational problem observed in the field.
Mobile Development
CodexPilot
A mobile AI coding experiment for steering repositories, local models, and agentic development work away from the desk.
View system →Field Operations
Field Ops
A construction operations system for workers, projects, vehicles, sessions, documents, locations, and field data.
View system →What we build
Systems that survive contact with the real world
01
AI Products
End-to-end design and build for tools that replace manual workflows.
02
Autonomous Agents
Agents with persistent memory, verification gates, and iterative refinement.
03
Document Intelligence
Systems that turn paper trails into queryable operational memory.
04
Field Operations
Real-time visibility across workers, vehicles, projects, and locations.
05
Mobile Tooling
Repository control and AI coding capability from Android devices.
06
Systems Architecture
Reliable pipelines designed for graceful degradation under pressure.
Lab Output
What we are testing
Experimental systems with documented hypotheses, methods, and findings. Status tracked from speculation to verified result.
Initiate System Inquiry
What is breaking or taking too much time?
Every build begins the same way — describing the real operational friction. No sales pitch, no demo, no generic discovery call. Just a clear description of what is not working and what a better system would do.
Describe the problemSwitzerland / Macedonia / Remote