We learn your domain before we write code for it
Eight sectors where we have shipped production systems, and where the regulations, integrations, and failure modes are already familiar to us.
Where we have shipped before
Each of these carries its own compliance surface, integration landscape, and definition of an unacceptable failure.
Health & Wellness
Clinical and consumer health products built around HIPAA obligations, wearable data, and interoperability standards.
Financial Services
Payments, lending, and reporting systems where reconciliation, auditability, and regulator-facing evidence come first.
Web3 & Fintech
On-chain protocols and the off-chain infrastructure around them, from custody flows to settlement and reporting.
Retail & Consumer
Commerce platforms, loyalty systems, and personalisation that hold up through seasonal traffic peaks.
Real Estate & PropTech
Listing platforms, transaction workflows, and document-heavy processes where extraction and search do the heavy lifting.
Enterprise & SaaS
Multi-tenant platforms with the access control, provisioning, and audit trails enterprise buyers require.
Logistics & Mobility
Routing, tracking, and field applications built for intermittent connectivity and long-running background work.
Media & Sports
Streaming, rights-aware content delivery, and real-time data products with hard latency expectations.
What stays the same across every sector
Domains differ. The engineering practices that make a system trustworthy do not.
Compliance as a design input
Regulatory constraints shape the data model and access design from the start, rather than being retrofitted before an audit.
Integration realism
Every sector has one system that is old, slow, and non-negotiable. We design around it instead of pretending it will be replaced.
Measured outcomes
We baseline the metric a project is meant to move before starting, so the result is checkable rather than asserted.
Evaluation-driven AI
Where a model sits in the loop, we define a scoring rubric first and gate releases against it, whatever the sector.
Operational readiness
Monitoring, alerting, and runbooks are part of the delivery, because launch day is the start of the system's life.
Documentation that survives us
Architecture decisions, domain rules, and operational procedures written down for whoever inherits the system.
How we get up to speed in your domain
Domain knowledge is part of the engagement, not something we assume or bill you to acquire slowly.
Learn more about us →Time with the people doing the work
Discovery starts with the operators, clinicians, or analysts who live inside the process, not only with the stakeholders funding it.
Exceptions are the requirement
Every domain has edge cases that dominate real workload. We hunt for those early rather than discovering them in testing.
Your vocabulary in the code
The domain language your team already uses becomes the naming in the codebase, which keeps conversations unambiguous.
Specialists when they are needed
For regulated work we bring in domain advisers rather than guessing at obligations we are not qualified to interpret.
Working in a sector not listed here?
Most of what we do travels across domains. Tell us the problem and we will be straight about whether we are the right team.
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