Every industry has its own hard parts: regulation, legacy systems, real-time data, scale. We bring engineering patterns that already work and adapt them to your constraints.
By industry
Domain knowledge shortens discovery and avoids expensive mistakes. These are the sectors where our patterns are most mature.
Money has to move correctly every time, audits never stop, and batch-era systems struggle with real-time expectations.
Sensitive records, strict privacy rules and users who are often stressed or unwell: software has to be secure and simple at the same time.
Plans go stale as soon as conditions change, and teams end up coordinating trucks, stock and people from spreadsheets.
Growth exposes every shortcut: noisy neighbours, slow reports, brittle integrations and cloud bills that climb faster than revenue.
By challenge
Whatever your industry, the engineering problem usually looks like one of these.
Replace an ageing system piece by piece, running old and new side by side so the business never has to stop.
Find the real bottlenecks with profiling and load tests, then fix them in order of impact rather than guesswork.
Right-size infrastructure, automate it as code and add the monitoring you need to trust it at 3 a.m.
Go from idea to a production-ready first release with a scope that fits your runway and a codebase you can grow.
Add search, summarisation or assistants grounded in your data, with evaluation and guardrails rather than demos.
Build in access control, audit logging and encryption from the start, so audits and security reviews go smoothly.
Getting started
No long sales cycle. Three steps and you know whether we are the right fit.
Tell us about the problem, your constraints and what success looks like. We ask a lot of questions.
Outcome: shared understanding
A short document with the approach, the team, a timeline and the options we considered and rejected.
Outcome: scope, plan and estimate
Delivery starts with the riskiest part first, and you see working software early and often.
Outcome: working software
Describe the problem in a few sentences. We will reply with questions, a first take on the approach, or an honest referral if we are not the right team.
