Building
Ubiquitous
Enterprise infrastructure intelligence platform unifying operational domains
Cross-domain infrastructure platform born from application dependency mapping needs, designed to provide unified observability, security, and cost optimization insights across enterprise IT domains.
Role
Principal Architect & Product Owner
Technology
ReactTypeScriptD3.jsFastAPIPythonNeo4jTimescaleDBRedisDockerKubernetesAWSTerraform
Key Metrics
Projected Cost Savings
$23.2M annually
Data Sources Integrated
8 enterprise systems
Core Capabilities
9 operational domains
Demo Infrastructure Nodes
155+ AWS components
Ubiquitous emerged from a seemingly simple task: onboarding modelizeIT for application dependency mapping at Capital Group. What started as getting approval for a single tool evolved into a comprehensive vision when stakeholders from Architecture, InfoSec, Observability, and FinOps all wanted to leverage dependency data for their specific needs. Rather than force-fit one tool across domains, I designed Ubiquitous as a unified platform that could synthesize data from existing enterprise systems—Terraform, DataDog, ServiceNow, and others—into a single source of operational intelligence. The platform spans 9 core capabilities, from network protocol analysis to executive ROI reporting, with the ambitious goal of replacing tool sprawl with integrated insights.