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WORK AI PLATFORM
Platform Overview
Platform Overview BG
Glean Assistant
Your personal AI assistant
All KnowledgeData AnalysisDeep ResearchCanvasCompanionPrompt Library
Glean Agents
Build and manage AI agents
Agent BuilderAgent OrchestrationAgent Library
Glean Search
The foundation of enterprise AI
Enterprise GraphPersonal GraphSystem of contextHybrid Search
Connectors
Connect to all company data
Model Hub
Get access to the latest models
APIs
Build generative AI experiences
Glean Protect
Safely scale AI at work
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Agentic Engine
Plan & adapt over company context
GLEAN WHERE YOU WORK
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James Simonsen

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, Glean

About

James Simonsen

James formerly led realtime search infrastructure at Google. He also helped make the web faster with Chrome and worked in Google Health. He wears those creepy toe shoes, blasts death metal at his desk, and rambles about pinball.

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James Simonsen

Recent posts from

James Simonsen

Is MCP + federated search killing the index?
June 12, 2025

Is MCP + federated search killing the index?

New connectors from OpenAI, Google Agentspace, and open protocols like MCP, federated search is having a resurgence. Do LLMs still need indexes—or has federated search made them obsolete?

James Simonsen

James Simonsen

Engineering

Julie Mills

Julie Mills

PMM

Industry Insights
So, your AI vendor is building enterprise connectors — here are 9 questions to differentiate real enterprise AI systems
March 20, 2025

So, your AI vendor is building enterprise connectors — here are 9 questions to differentiate real enterprise AI systems

Data connectors are essential to the quality and security of enterprise AI, but they're not all built the same. Here are 9 questions you should consider before selecting the right AI vendor.

James Simonsen

James Simonsen

Engineering

Julie Mills

Julie Mills

PMM

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