What we build

Production grade AI systems, not demos.

We design and ship AI that holds up under real traffic, real data, and real edge cases. Three principles run through everything we build.

01

Production Ready Architecture

A demo in a sandbox is not a product. We architect systems built for real world traffic, load, and performance, so your AI moves from proof of concept to a stable, scalable asset.

02

Operational Workflow Alignment

We don't just drop in tools. We integrate AI into how your business actually runs, removing friction, automating the repetitive, and freeing your team for high value work.

03

Data Integrity & Pipelines

Your AI is only as good as the data it consumes. We clean, structure, and secure your data pipelines so models deliver reliable, actionable output, not hallucinations.

Build categories

What that looks like in practice.

Concrete systems we design, build, and put into production for clients.

Agent & assistant systems

Domain specific AI agents and assistants built around your processes, with guardrails that keep them on scope, accurate, and safe in front of customers or staff.

Workflow automation

AI woven into existing systems to automate the repetitive, multi-step work that quietly eats your team's hours, integrated, monitored, and reliable.

Decision & analytics tooling

Dashboards and decision support tools that turn raw business data into something a human can act on, with the reasoning made transparent.

Edge & computer vision systems

Real time vision and sensing that runs on the device itself, low latency, privacy preserving, and engineered for high stakes environments.

Proven in production

Two systems that prove the depth.

Not slideware. Real builds that demonstrate the engineering behind the strategy.

Edge & real time CV
NVIDIA Jetson OrinDeepStreamYOLOByteTrackPrivacy by design

Real time drowning detection on the edge

A coastal safety vision pipeline running entirely on edge hardware, detecting and tracking swimmers in real time, with a temporal model for the instinctive drowning response. Pixels never leave the device, and a human stays in the loop. The kind of low latency, life safety system that exposes any weakness in the engineering underneath.

Multi-agent LLM
Multi-agent orchestrationBusiness logic guardrailsFastAPIReactAnthropic

Orchestrated multi-agent research pipeline

A production pipeline that coordinates specialised AI agents, each with a distinct role, to research, debate, and synthesise an answer. Wrapped in strict business logic guardrails so the output stays reliable, on scope, and safe to put in front of real users.

Have an AI problem worth solving properly?

Book a strategy call No pitch deck. A 30 minute working conversation about your specific bottleneck.