Core Domains

Three disciplines.
One integrated system.

ChangeIS operates at the intersection of the following domains — where many of the most challenging problems lie.

DevOps & Automation

Orchestration, CI/CD, infrastructure-as-code, and observability platforms that scale. Built and operated 60,000+ host fleets. 82% deployment time reductions. Systems that run themselves.

KubernetesTerraformKafkaAWS · GCP · Azure

ML / AI Systems

Production ML pipelines, adaptive reasoning systems, and edge-deployable AI. Patent holder in distributed AI orchestration (MORPHOS/9STACK) — private, adaptive, bounded by ethics and purpose.

Reasoning SystemsEdge AILangChainTensorFlow

Security & Resilience

Zero-trust architecture, ML-driven threat detection, and compliance automation across Tier-0 platforms. Creator of Production Perimeter, acquired by Illumio. Protection from app to network.

Zero-TrustEndpoint SecurityNIST 800ISO 27000