Machine Learning / AI deployment in United States
Machine Learning / AI engineering for regulated industries in United States — with the compliance frameworks that govern this market built into the architecture from day one.
Engineering teams deploying Machine Learning / AI in United States must understand the regulatory frameworks that govern data handling, security controls, and system availability in this market. The compliance requirements of United States are not add-ons to a standard Machine Learning / AI architecture — they are design constraints that must be addressed from the first infrastructure decision. Teams that retrofit compliance after build face architectural rework that is 3–10x more expensive than building it in from the start.
The United States market's compliance requirements — HIPAA, SOC 2, FedRAMP, CCPA, NIST, NIST AI RMF, FDA 21 CFR Part 11, HITRUST, StateRAMP — govern how Machine Learning / AI systems must be architected: data residency decisions, encryption configuration, audit trail requirements, and incident response timelines. Our teams are trained on these frameworks and deploy Machine Learning / AI with compliance as a first-class architecture constraint.
Every Machine Learning / AI system we deploy in United States is evaluated against the regulatory frameworks that govern this market. Compliance is enforced automatically through ALICE at every commit — not reviewed by a compliance team after the system is built.
Regional compliance architecture review — mapping United States's HIPAA, SOC 2, FedRAMP, CCPA, NIST, NIST AI RMF, FDA 21 CFR Part 11, HITRUST, StateRAMP requirements to Machine Learning / AI design decisions before application code is written
Data residency and encryption configuration aligned to United States regulatory requirements at the infrastructure level
Audit logging and access control built as first-class Machine Learning / AI system components — not added after the application is built
ALICE compliance validation on every commit — blocking regional compliance anti-patterns before they merge
Deploy Machine Learning / AI in United States — compliant from day one
Our teams deploy Machine Learning / AI in United States with HIPAA, SOC 2, FedRAMP, CCPA, NIST, NIST AI RMF, FDA 21 CFR Part 11, HITRUST, StateRAMP compliance built into the architecture. Fixed price. No discovery phase. Production delivery on regulated timelines.