Sep 12, 2026 · Artificial Intelligence

Glean's $300M ARR Horizontal Neo-Lab: Context-First AI, Trace Learning & Waldo Model

This article analyzes Glean's evolution into a $300M ARR horizontal enterprise AI platform, detailing its context-first architecture, harness engineering with sandbox isolation, trace learning loop for continuous improvement, specialized Waldo model for search planning, private evaluation framework, and strategic comparison with vertical rival Harvey, offering five engineering takeaways for enterprise AI builders.

Agent HarnessEnterprise AIGlean

0 likes · 15 min read

Glean's $300M ARR Horizontal Neo-Lab: Context-First AI, Trace Learning & Waldo Model

Tech Architecture Stories

Sep 1, 2026 · Artificial Intelligence

How Enterprises Build Their Own AI Intelligence Production Line: Sequoia's Sovereign AI Deconstructed

Sequoia Capital's Sovereign AI framework reveals how enterprises can build continuous learning loops by capturing production traces, defining private evaluations, constructing RL environments, and localizing failures across context, harness, and model layers to turn real work into proprietary intelligence.

Agent HarnessContinuous LearningFailure Localization

0 likes · 17 min read

How Enterprises Build Their Own AI Intelligence Production Line: Sequoia's Sovereign AI Deconstructed

Private Evaluation

Glean's $300M ARR Horizontal Neo-Lab: Context-First AI, Trace Learning & Waldo Model

How Enterprises Build Their Own AI Intelligence Production Line: Sequoia's Sovereign AI Deconstructed