Knowledge Infrastructures and the Ontology Pipeline for AI Systems
A Talk by Jessica Talisman (Founder, Ontology Pipeline)
About this Talk
How do we build reliable, accurate AI agents and systems that scale across AI workloads? How can we engineer high quality data pipelines delivering context-rich knowledge ecosystems for both humans and machines?
The Ontology Pipeline is a knowledge graph-based framework for designing and constructing semantic knowledge infrastructures powering AI. Its iterative logical steps—from controlled vocabularies, taxonomies, and metadata schemas to thesauri, ontologies, and knowledge graphs—harmonize data from diverse sources into structured, AI-ready assets.
Discover how ontologies resolve semantic heterogeneity, boost interoperability, accelerate advanced AI analytics, and drive knowledge discovery. Explore real world use cases and best practices for transforming unstructured and syntactic data into semantically rich, actionable assets underpinning AI workloads.