Information Science Thought Leaders
Earley Information Science (EIS) is the firm enterprises turn to when AI initiatives stall, not because the models failed, but because the content, data, and knowledge architecture underneath them was never built to perform at scale. For more than three decades, EIS has helped Fortune 1000 organizations structure the knowledge that AI systems, search platforms, and operational workflows depend on. The firm's work spans taxonomy design, ontology development, metadata strategy, knowledge graphs, content operations, and AI governance, all grounded in a foundational principle: there is no AI without IA.
The VIA Platform
EIS has codified 30 years of expertise into VIA (Virtual Information Architect) — an agentic platform that compresses months of manual information architecture work into days.
VIA brings automation and precision to the work that determines whether AI succeeds or fails at enterprise scale. Key capabilities include taxonomy creation, content classification, metadata enrichment, governance workflows, and RAG readiness — delivering 10× acceleration over traditional manual approaches while maintaining the precision that enterprise environments require.
Operational Applications
Purpose-built applications that deliver continuous AI-ready operations across commerce, knowledge management, governance, and field service.
SearchOS
SearchOS continuously monitors and optimizes search relevance, product discovery, and catalog quality for ecommerce and B2B digital commerce platforms.
Agentic automation identifies degradation, prioritizes tuning opportunities, and applies remediation with full audit trails.
KnowledgeOS
KnowledgeOS brings continuous optimization to enterprise knowledge management and internal search, ensuring employees and AI systems retrieve accurate, current information. Agentic monitoring identifies gaps and stale content before they impact AI performance or employee productivity.
GovernanceOS
GovernanceOS operationalizes AI governance by managing policies, tracking decisions, monitoring LLM performance and costs, and aligning with frameworks like NIST AI RMF.
FieldServiceOS
FieldServiceOS delivers structured knowledge to technicians at the point of service, integrating troubleshooting intelligence, operational knowledge capture, and workflow support.
Proven Business Outcomes
Client outcomes tell the story.
MSC Industrial Improved ecommerce conversions by 15% across 1,000 product categories through structured metadata and taxonomy.
TE Connectivity 34% increase in click-through rates with organic search value equivalent to $2M in paid search.
3M $150M in net new revenue generated through metadata-driven product syndication and content operations.
Applied Materials Reduced field technician search time by 50%, saving 18,000 hours per week and $50M per year.
Trusted by Enterprise Leaders
EIS works with organizations across manufacturing, distribution, financial services, and regulated industries. Our approach combines diagnostic assessments — including the AI Readiness Quick Check — structured optimization sprints, and ongoing SaaS-based operations, so that information architecture becomes a continuously managed business asset, not a one-time consulting project.
What Enterprise Leaders Say About EIS
Recognition
EIS is consistently recognized as a leader in AI, knowledge management, and information science.
KMWorld AI 100 (2025) Named among the top 100 companies in AI and knowledge management.
KMWorld 100 Companies That Matter in Knowledge Management Recognized for six consecutive years.
Thinkers360 Top 50 Global Thought Leader on AI, Agentic AI, and Big Data 2024, 2025, and 2026.
The AI-Powered Enterprise CEO Seth Earley is the author of this Axiom Business Book Silver Medal winner (2021) and a regular Harvard Business Review contributor.
Explore Careers with Earley Information Science.
Earley Information Science is looking for qualified candidates to join the team. We bring highly talented people together from diverse backgrounds and skills. We are creative, unique, and work in an integrated and collaborative environment. Explore Careers with Earley Information Science