Do you need a Knowledge Layer?
Vector databases are becoming infrastructure. What is a knowledge layer, do you need one, and what should you ask vendors before you buy?
Pureinsights Discovery 2.12 Adds Anthropic Claude AI Integration
PRESS RELEASE – Pureinsights Discovery 2.12 Adds Anthropic Claude Integration Across Ingestion and Query Pipelines, Faster Elasticsearch Ingestion
Guest Blog: Building the Commerce Ontology for Agentic Ops
Guest Post: Most agentic commerce problems aren’t AI problems — they’re data problems. Everett Zufelt (Orium) explains why a shared commerce ontology, not a smarter model, is what makes agents trustworthy.
Making AI Search Work: Lessons from the Field
Principal Architect Matt Willsmore on taking enterprise RAG from pilot to production: chunking, retrieval, generation, and performance lessons from real client deployments.
How Discovery Adds MCP to Search for Content Publishers
Video: Product Architect Andres Marenco explains how content publishers can serve subscribers and AI agents from one platform, using Discovery’s search and MCP integration.
Cutting AI Model Latency by 10x with Discovery’s Amazon SageMaker Integration
Discovery’s Amazon SageMaker integration delivers 10x lower AI latency — with the security and infrastructure control public APIs can’t match.
Our 2026 AI and Search Predictions: A Mid-Year Reality Check
Five of our seven 2026 AI and search predictions have landed. Two are still playing out. Here’s the mid-year scorecard.
Search Taught Us a Critical Lesson About AI
What enterprise search taught us about content quality applies directly to enterprise AI content processing — and the stakes are much higher.
Elasticsearch isn’t your AI search problem. You are.
Why most Elasticsearch AI search projects fail in production — and why the platform is never the real problem.
Pureinsights Discovery 2.8 Introduces MCP Support for Agentic AI Applications
PRESS RELEASE – Pureinsights Discovery 2.8 brings MCP support for agentic AI plus new enterprise connectors for SharePoint Online, OracleDB, SMB, and LDAP.