About EchoRoot
An advisory practice focused on making enterprise AI discoverable, auditable, and compliant.
Why We Exist
Organizations are deploying AI faster than their governance can keep up. Knowledge systems are fragmented. Data provenance is an afterthought. And increasingly, the AI assistants that clients use to find service providers can't even identify that your company exists.
EchoRoot addresses these gaps. We build the metadata infrastructure, knowledge architectures, and governance frameworks that make AI systems work the way organizations need them to: transparent, traceable, and defensible.
Advisory Leadership
Our practice is led by practitioners with direct experience building and governing AI systems at scale.
Founder
Former AI and search leader at Stack Overflow
Over a decade leading information architecture, search relevance, and AI products. At Stack Overflow, led teams building search APIs that powered AI products for 100M+ developers across 190 countries. Background includes knowledge graph development, metadata systems, and data governance frameworks aligned with GDPR, EU AI Act, and NIST standards.
Stack Overflow
Search & AI product leadership
100M+ users globally
Purdue University
MS, Artificial Intelligence
Harvard Business School
GenAI + Finance, GenAI + Strategy
Enterprise Results
$1.2M gains · 20% revenue lift
Affiliations
Harvard Business School
AI Institute Programs
Schloss Dagstuhl
Leibniz Center for Informatics
IASEA