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How OpenAI turns shared knowledge into faster workflows with Notion

Notion
Client: OpenAI
OpenAI
68/100validation score
1hours
reporting prep time saved per week

OpenAI uses Notion as a centralized workspace to capture, organize, and apply shared knowledge across research, engineering, data science, and go-to-market teams, accelerating collaboration and product development with AI-powered features.

Our goal is to enable OpenAI teams' progress with tools that accelerate their expertise, and we're pleased that Notion continues to help us do that well.

Brad, COO

Since product managers, engineers, and designers are involved from the start, the entire product development process stays connected.

Karina, Research

Having our technical documentation in Notion means that solutions we discover today become organizational knowledge tomorrow. What used to take hours of debugging can now be solved in minutes just by asking Notion AI.

John, Engineering

The ability to turn complex data analyses into readable, accessible documentation has been game-changing. By sharing weekly reports in Notion, our technical insights now reach a broader audience and drive better decision-making across the organization.

Mashfir, Data Science

For me, Notion is the difference between ending the day feeling like I just have all these things in my mind and I can't get it to shut off, and ending the day organized and having all the things that I need in one place.

Nick, GTM
1

About the Vendor

Notion is an AI-powered workspace platform that combines docs, projects, and knowledge management. Notion AI, powered by OpenAI APIs, helps teams instantly find and apply information. The platform integrates with tools like Slack, Google Drive, GitHub, and Linear to keep work connected.

2

About the Brand

OpenAI is a research lab dedicated to building safe AGI that benefits all of humanity. The company scaled rapidly from a few hundred employees to a global organization spanning research, engineering, data science, and go-to-market teams. OpenAI collaborated with Notion to develop Notion AI, creating a tight feedback loop that shaped the future of AI-assisted collaboration.

3

Challenge

As OpenAI scaled rapidly, the company faced the risk of splintered workflows, siloed information, and valuable thinking getting lost in the shuffle. Teams needed a way to capture knowledge as it happens and make it instantly accessible across time zones and departments. Engineers needed to reduce friction in review cycles, data scientists needed to make complex operational data accessible to non-technical teams, and GTM teams needed to stay ahead of changing customer needs with adaptable processes designed for rapid growth.

4

Solution

Notion became OpenAI's centralized workspace where ideas, plans, and decisions flow into action. The platform provides customizable views (board, list, timeline), integrations with specialized tools like GitHub and Linear, and Notion AI for instant knowledge retrieval. Researchers document experiments in real-time living labs, engineers follow a "campsite principle" to continuously improve documentation, data scientists automate reporting with embedded dashboards, and GTM teams organize hundreds of content pieces in a central enablement hub.

5

Execution

OpenAI made an early strategic decision to adopt Notion as its centralized workspace when it was still a research lab with just a few hundred employees. The company implemented Notion company-wide across all teams: Research teams created living research labs with customizable project views connected to GitHub and Linear. Engineering teams built a knowledge base following the "campsite principle" of continuous documentation improvement. Data science teams consolidated dashboards from Mode and Databricks into automated weekly reports using Notion databases and templates. GTM teams built a central enablement hub organizing hundreds of pieces of content in a database connected to product releases. Throughout implementation, OpenAI provided feedback that helped shape Notion AI's development.

6

Results

OpenAI's data science team eliminated over an hour of manual reporting work each week by automating their reporting system in Notion. The centralized workspace enabled faster product development cycles as research flows seamlessly into engineering and product. Engineers can now solve in minutes what used to take hours of debugging by asking Notion AI. The GTM team can instantly access hundreds of pieces of content for sales calls and onboarding. The entire organization benefits from reduced context switching, faster decision-making, and knowledge that compounds over time like a snowball.

Tech Stack

SlackGoogle DriveGitHubLinearModeDatabricks

Validation breakdown

Audited against Merit's standard
Evidence quality70/100

How well the outcomes are documented and traceable.

Authority signals66/100

Brand recognition, client relationship, and external references.

M
Merit Validation Team✓ Verified
Independent audit · Merit standard

Data source: declared · mention