Evidence before interface
We build the evidence path first and the screen on top of it. A number without a source is a liability, and an alert nobody can interrogate gets muted within a month.
We build software that solves operational, financial and communication problems — and AI that explains causes rather than only detecting events. Fifteen products, ten industries, one standard.
Consumer apps are well served. What is underserved is the operational middle: a recycling facility running on paper travellers, a NOC drowning in alarms, a quality unit reconstructing an investigation from four disconnected systems.
Those projects share a shape. There is real-world data nobody has correlated, a legacy system that cannot be replaced, an environment hostile to software, and a user who will abandon the product in a week if it slows them down. We have built fifteen of them, and the patterns repeat.
BatchResolve · audit trail In a regulated environment every retrieval, proposal and acceptance is recorded immutably — designed to be handed to an inspector rather than reconstructed for one.
We build the evidence path first and the screen on top of it. A number without a source is a liability, and an alert nobody can interrogate gets muted within a month.
The most valuable thing discovery produces is the list of what we are not building. Every feature that survives has to earn its place against the ones we cut.
Gloved hands, poor signal, steel racking, night shifts, a screen in direct sunlight. The environment is a requirement, not a footnote.
Source, infrastructure, documentation and pipeline are yours from the first commit. We would rather be re-hired than be difficult to leave.
If a project should not be built, or a chain is not the answer, or the data is not there yet, we say so in week two rather than month six.
Launch is a stage, not a finish line. The products we are proudest of are the ones still getting better three years later.
Flows, prototypes and design systems — including the empty, error and offline states most teams skip.
React Native and native iOS and Android, built offline-first where the environment demands it.
React and TypeScript, accessible to WCAG 2.2 AA and held to performance budgets in CI.
APIs, data models, tenancy and permissions, designed to survive the second and third customer.
Pipelines, warehouses and reconciliation, so the reporting layer agrees with the source systems.
Multimodal models, retrieval and evaluation harnesses — always with the evidence path attached.
Cloud, on-premise and industrial edge deployment, defined as code and handed over in full.
Automated suites, device matrices, load testing and staged rollout with a rollback plan.
Describe the operational problem in a paragraph. We will reply within two business days with what we would build, roughly what it costs, and what we would cut.