Services
How we can help
Engagements range from a single review to building and running a whole system. Each starts with a short conversation about what you need and ends with work your own team can own.
Earth and space science with AI
Subject-matter expertise for projects where satellite data, hydrology or climate meet machine learning.
Scientific consultancy from someone who has built satellite data systems and used AI on them for years: framing the question, choosing the data, checking that a model's answer holds up physically, and making the result usable by people who aren't data scientists.
AI applications and LLM integration
Products built on language models that answer from your own knowledge, at a cost you choose.
Assistants and agents grounded in a controlled knowledge base, with evaluation, guardrails and a budget. Language models where they earn their place, and plain code where they don't.
Custom software
Applications built end to end, from the first sketch to a running, monitored service.
Web applications, data pipelines and internal tools, written to be read and handed over: tested, documented and deployable by your team without us.
Product development
Turning an idea or a prototype into a product people can rely on.
Scoping what to build first, building it, and putting it in front of users early. Prototypes that prove a point, then the version that survives contact with real use.
Hardware and embedded systems
Custom devices, sensors and the firmware that runs them.
From the bench to the field: choosing parts, writing firmware, and getting data off a device and into something useful, reliably and securely.
Secure cloud infrastructure
Small, private-by-default infrastructure, described as code and easy to audit.
Servers, networks and deploys you can rebuild from a repository: least privilege, private networks, hardening, monitoring and backups, sized for a small team's budget.
Technical advisory
A second opinion on architecture, technology choices and plans.
Reviews of designs and code, technology and vendor choices, roadmaps and hiring, and technical due diligence: what to keep, what to change and in what order.
Mentorship for startups
Hands-on guidance for founders and early engineering teams.
Regular sessions with founders and engineers on building, shipping and scaling: practices that keep a small team fast without piling up risk.
How we work
- Small and direct: you talk to the person doing the work.
- Written down: decisions, designs and how to run what we build, handed over with the code.
- Secure by default: least privilege, private by default, nothing kept that you don't need.
Get in touch
Tell us about the problem you're working on. The quickest way to reach us is a message on one of our profiles; we reply to every serious enquiry.