Product
Platform overview
See how Glean works.
Built for enterprise AI.
Glean Enterprise Context 
Ground AI in company context
Connectors & actions
Glean offers more than 250 connectors
APIs
Build generative AI experiences
API lookbook
Explore what you can build
Glean Protect
Safely scale AI at work
Glean Intelligence
Get more from every AI request
Auto routing
Route work to the right model
Model hub
Get access to the latest models
Usage controls
Control AI usage and spend
AI gateway
Govern every AI interaction
Glean Assistant
Your enterprise AI coworker
Proactive AI
Stay ahead of what matters
Content creation
Create grounded, on-brand content
Multiplayer
Create and refine work together
Work execution
Turn insight into action
Data analysis and research
Turn context into insights
Enterprise search
Find answers across your company
Glean Agents
Build and manage agents
Agent builder
Build agents your way
Agent orchestration
Automate work across systems
Agent governance
Scale agents with control
Agent library
Discover trusted, reusable agents
Coming soon
Glean Transform
See where AI can make the biggest impact
Customers
FEATURED STORIES
Booking.com
Zillow
TIME
Ericsson
See all customer stories
Solutions
DEPARTMENTS
All Teams
Engineering
Customer Service
Sales
IT
Marketing
B2B Marketing
B2C Marketing
People
Finance
Legal
INDUSTRIES
Retail
Consumer Goods
Industrials
Energy & Utilities
Manufacturing
Supply Chain
Professional Services
Consulting
Construction
IT Services
Financial Services
Banking
PE/VC
Asset management
Insurance
Government
Healthcare
Life Sciences
Higher Education
What’s the state of your AI stack for software engineering?
Take the quiz
See how your engineering AI stack performs across delivery speed, incident response, and context access. Get your AI Stack Score and next-step recommendations.
Take the quiz
Resources
The Work AI Index 2026
Workers say AI saves them 11 hours a week. Where is that time going?
Download the report
Company
About us
Glean on Glean
Story
Culture
Careers
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Get a demo
Get a demo

Ayushi Mrigen

Engineering
, Glean

About

Ayushi Mrigen

Connect with

Ayushi Mrigen

Recent posts from

Ayushi Mrigen

The harness as the context manager
April 29, 2026

The harness as the context manager

Harnesses are being leveraged as distributed context management systems for agents and are continuously evolving to keep pace with the scaling demands of AI.

Nikhil Mandava

Nikhil Mandava

Engineering

Ayushi Mrigen

Ayushi Mrigen

Engineering

Chau Tran

Chau Tran

Engineering

No items found.
Why agents need sandboxes, not larger context windows
February 18, 2026

Why agents need sandboxes, not larger context windows

Sandboxes allow agents to scale analysis beyond the confines of the LLM context window.

Ayushi Mrigen

Ayushi Mrigen

Engineering

Abhilash Samantapudi

Abhilash Samantapudi

Product Manager

Matt Ding

Matt Ding

Technical Product Marketing Manager

No items found.
How to build agents that actually work: A practical guide to evaluating AI
August 1, 2025

How to build agents that actually work: A practical guide to evaluating AI

Evaluations empower builders to ensure AI agents help their teams, while platform quality metrics make sure that all agents are built on a solid foundation of understanding how your enterprise works.

Ayushi Mrigen

Ayushi Mrigen

Engineering

Matthew Ding

Matthew Ding

Technical Product Marketing Manager

Glean + Product
Industry Insights
The unsolved problem of enterprise autocomplete
October 30, 2022

The unsolved problem of enterprise autocomplete

Glean uses autocomplete to surface search suggestions with near-zero delay. Here’s how Glean’s Search Features team addresses the technical challenges of making fast and useful suggestions.

Shivaal Roy

Shivaal Roy

Engineering

Ayushi Mrigen

Ayushi Mrigen

Engineering

Glean + Product