Engineering
Data & AI Platforms
Data platforms, analytics and applied AI, from pipelines and warehousing to models in production, with the audit trail that lets you explain any output.
A number should mean the same thing in every room
Most reporting problems are definition problems: two teams counting the same thing differently. We settle the definitions first, implement them once in the transformation layer, and let every dashboard read from that.
AI that can be questioned
A model that cannot explain itself cannot be deployed anywhere consequences follow. Every inference is recorded with its input, model version, confidence and the person who reviewed it, so a surprising output is an investigation rather than a mystery.
Where this was sharpened
Clinical AI holds the strictest version of this bar: an algorithm influencing a diagnosis must show its work to a regulator years later. That discipline transfers directly to credit decisions, fraud scoring and anything else that has to justify itself.
What this includes
- Pipelines, warehousing and transformation you can re-run
- Dashboards and reporting for operations and leadership
- Applied machine learning and LLM integration
- Model monitoring, drift detection and human review paths
- Provenance and versioning for every model decision
Related services
Clinic & Hospital Websites
A website for a practice or a hospital: who you are, what you treat, when you are open, and how to reach you, all of it on the phone a patient is actually holding.
Mobile Apps for iOS and Android
Patient and staff apps built once and published to both stores: appointments, reports, prescriptions and reminders, connected to the systems you already run.
WhatsApp for Clinics
Appointment reminders, report delivery and follow-ups over the official WhatsApp Business API, with the consent record that sending clinical information requires.
Tell us what you are building.
Describe the problem rather than the solution. We reply with a considered view of what to tackle first, and say plainly if we are not the right fit.