We engineer the data and AI infrastructure for connected devices, SaMD, and quality management systems. Our solutions solve for scale while maintaining the compliance record.
Hardware differentiation is narrowing. Value has shifted to the software layer and the data it generates. Managing telemetry, over-the-air updates, and algorithmic improvements under FDA scrutiny requires architecture built specifically for auditability.
We build systems ready for 21 CFR Part 11 and ISO 13485 from the first commit. We decouple exploratory data science from regulated production paths to accelerate development without risking compliance.
The immediate leverage exists in automating CAPA workflows, complaint handling, and post-market surveillance. We structure the incoming device telemetry so it supports both engineering iterations and regulatory reporting.
Decide where to invest, what to prioritize, what should happen first, and what evidence should change the plan.
Explore service ↗02Make data quality, ownership, lineage, and availability explicit before decisions or operating systems depend on them.
Explore service ↗03Use AI where it earns its place, from commodity capabilities and orchestration to proprietary engineering where organization-specific value justifies it.
Explore service ↗Find out where you stand and what you can do about it.