About 3SIGMA X

We build what
others won't ship.

An AI and embedded systems company focused on problems that require software to work reliably in constrained, unpredictable, or offline environments.

AI softwares that works in the real world.

Most AI is built for ideal conditions. We build for everywhere else: no signal, messy data, and real stakes. Conservancies in the bush. Hospital billing under fire. We specialize in conditions, not industries.

3SIGMA X builds solutions for those environments. We design for the worst-case first: no connectivity, low power, extreme heat, unreliable infrastructure. When a product passes that bar, it works everywhere else by default.

Today that means two products: one running in the field, one in early access. There will be more. We're not tied to a sector,when we find a problem that fits, we build.

Edge-first by design
Critical logic runs on-device. Internet connectivity is treated as a convenience, not a requirement.
Domain-specific
We go deep on the industries we work in. Before writing a line of code, we spend time understanding the environment, the operators, and the failure modes that matter.
Production-grade
We measure success by operational reliability: uptime, alert latency, and false positive rates. Benchmark scores on clean datasets don't tell you how something performs at 2am in the bush.
We stay after we ship
We monitor performance in the field, update models as more data becomes available, and respond when something breaks.

From problem to field
in the shortest path possible

01
Understand the environment

We spend time in the actual operating environment, not just reading about it. Talking to rangers, billing teams, operators. Every design decision is grounded in what's actually true on the ground, not what we assumed from a distance.

02
Build for deployment

We design for the worst conditions first: no connectivity, low power, extreme environments, untrained users. If a product can't survive that, it's not ready. Infrastructure assumptions are failure modes in disguise.

03
Ship and stay

We don't hand over and walk away. Our products are remotely monitored, continuously updated, and improved based on what we learn from real-world performance.

Focus areas

Where we operate

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Wildlife Conservation

Conservation organisations face operational challenges that are technically hard: remote deployments, no connectivity, harsh conditions, limited budgets. We think AI can genuinely help, and Sigma-Tracker is our first bet on that.

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Healthcare Operations

Healthcare systems generate enormous amounts of structured data that could drive better decisions, but the software connecting clinical workflows to financial outcomes is often outdated or missing. MEDRA starts with one of the most costly gaps.

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Industrial Monitoring

Asset-heavy industries need visibility into what's happening on the ground, in real time, without requiring an always-on cloud connection. We are exploring applications here as part of our portfolio expansion.

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Custom Engagements

If you have a hard operational problem that involves AI or embedded systems and you've struggled to find a product that fits, talk to us. We take on a small number of custom engagements where the problem is genuinely interesting.

Work with us

Demos, partnerships, custom engagements. We respond within one business day.

Get in touch