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Glean Enterprise Context 
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Glean Transform
See where AI can make the biggest impact
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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
Glean Logomark Blue
Sign in
Get a demo
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Booking.com
Zillow
TIME
Ericsson
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Supply Chain
Professional Services
Consulting
Construction
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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.
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The Work AI Index 2026
Workers say AI saves them 11 hours a week. Where is that time going?
Download the report
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Karthik Rajkumar

Applied Scientist
, Glean

About

Karthik Rajkumar

Karthik Rajkumar is a Staff Applied Scientist at Glean and former Senior Machine Learning Engineer at LinkedIn, where they built AI-driven marketplace systems, large-scale ranking models, and causal evaluation frameworks for hiring and recommender products. Trained as an economist and statistician with a Ph.D. in Economics and Statistics and an M.S. in Statistics from Stanford University, Karthik’s research spans causal inference, computational social science, and fairness in algorithms, including work on regression discontinuity designs with manipulation, position bias in recommender systems, and measuring labor market fairness. Their interdisciplinary projects—published in venues such as Science, Harvard Business Review, and leading econometrics outlets—combine rigorous methodology with practical impact, from improving online job search and experimentation science to developing open-source tools for causal analysis.

Connect with

Karthik Rajkumar

Recent posts from

Karthik Rajkumar

Right-sizing intelligence: Glean saves 81% on token costs and is preferred 78% of the time versus Claude Cowork
August 26, 2026

Right-sizing intelligence: Glean saves 81% on token costs and is preferred 78% of the time versus Claude Cowork

A benchmark of 180+ enterprise tasks shows that auto routing, backed by high-quality context, can deliver token cost savings while achieving better performance.

Matthew Zhao

Matthew Zhao

Engineering

Jessica Kwok

Jessica Kwok

Product Manager

Karthik Rajkumar

Karthik Rajkumar

Applied Scientist

No items found.
Context makes the Coworker: Glean preferred ~2.5x as often as off-the-shelf MCP tools, which consumed 30% more tokens in Claude Cowork
May 13, 2026

Context makes the Coworker: Glean preferred ~2.5x as often as off-the-shelf MCP tools, which consumed 30% more tokens in Claude Cowork

The right context layer is essential to delivering accurate, cost and token-efficient results in the cowork era.

Neil Dhruva

Neil Dhruva

Engineering

Karthik Rajkumar

Karthik Rajkumar

Applied Scientist

Chenhao Yang

Chenhao Yang

Software Engineer

No items found.
Not all enterprise context is created equal: Glean results are preferred ~2× more than ChatGPT and 1.6× more than Claude
February 12, 2026

Not all enterprise context is created equal: Glean results are preferred ~2× more than ChatGPT and 1.6× more than Claude

We conducted an evaluation comparing Glean, ChatGPT company knowledge mode, and Claude enterprise search. Discover why Glean's responses are preferred 1.9x as often as ChatGPT's and 1.6x as often as Claude’s.

Matthew Zhao

Matthew Zhao

Engineering

Karthik Rajkumar

Karthik Rajkumar

Applied Scientist

Neil Dhruva

Neil Dhruva

Engineering

No items found.

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