System Capabilities
What we build
Capabilities organised by the operational problems they solve — not by technology stack. Each domain represents a category of friction we have encountered and built systems to address.
AI Product Development
End-to-end product design and build for AI-powered tools that replace manual workflows. From document intelligence platforms to agentic systems, each product is built around a specific operational bottleneck.
Autonomous Agent Systems
Design and deployment of autonomous agents with memory, verification gates, and iterative refinement loops. Agents that persist context across sessions and improve through structured feedback.
Document Intelligence
Systems for document storage, extraction, classification, and AI-assisted search. Turning paper trails into queryable operational memory.
Field Operations
Operational visibility systems for construction and field work. Real-time tracking of workers, projects, vehicles, sessions, and location data in a single interface.
Mobile Development
Android-native development tooling for AI coding agents, local model execution, and full repository control from mobile devices.
Systems Architecture
Architecture decisions that prioritise reliability, observability, and graceful degradation. Every system is designed to survive contact with the real world.
What are you trying to improve?
The best systems start with a clear description of what is breaking. Tell us about your operational friction and we will find the right capability match.
Describe the problem