# Openai releases company knowledge. what does this mean for Colleen and build that bundle baby.

Source: https://www.youtube.com/watch?v=Y_TBuonEDdo
Recap page: https://rapidrecap.app/video/Y_TBuonEDdo
Generated: 2025-10-27T19:30:56.429+00:00

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## Quick Overview

OpenAI released company knowledge, which the speaker suggests allows users to query connected services like Slack, GitHub, and Gmail, effectively creating an internal, knowledgeable AI assistant that mitigates the need to constantly search for information, despite some early limitations compared to the full GPT model.

**Key Points:**
- OpenAI released company knowledge functionality allowing GPT to connect to services like Slack, GitHub, and Gmail.
- This feature enables users to ask questions about internal company data without having to manually search through those platforms.
- The speaker notes that this initial version feels like an 80% version of the full product, comparing it to a 'lean' version of Glean.
- The speaker previously read negative feedback on LinkedIn about the initial release, calling it 'crap' and suggesting the critics were 'idiots' because the feature had just launched.
- The speaker plans to charge $20-$30 per month for a 'bundle baby' version of this enterprise feature.
- A potential issue mentioned is that the AI might struggle if the source data (like Slack channels) is not moving or updating in real-time.

![Screenshot at 0:08: Speaker enthusiastically listing the services integrated with the new OpenAI company knowledge feature, including Slack, GitHub, and Gmail.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-00-08.png)

**Context:** The video features a speaker, likely in a car driving, discussing the recent release of OpenAI's 'company knowledge' feature, which integrates the language model with a user's private data sources such as Slack, GitHub, and Google Drive. The speaker is analyzing the implications of this integration for enterprise users and comparing it to existing knowledge retrieval tools like Glean.

## Detailed Analysis

The speaker details the significance of OpenAI releasing the capability for its models to access and utilize company knowledge, which connects to platforms like Slack, GitHub, and Gmail. This integration allows users to query internal data directly through the AI, avoiding manual searches. The speaker acknowledges that some early reception, specifically on LinkedIn, was negative, with users calling the initial release subpar, but the speaker defends this by noting the feature was brand new. He compares the current iteration to an '80% version' of a tool like Glean. The speaker suggests a potential monetization strategy by bundling this feature for enterprise clients at a price point of $20 to $30 per month. A key concern raised is the AI's performance when its connected sources, like Slack channels, are not updating instantaneously, which could lead to the system being slightly behind current events, though he implies this is a temporary limitation.

### OpenAI Company Knowledge Integration

- Allows GPT to connect to Slack
- GitHub
- Gmail
- Drive
- Lists known integrated services for internal knowledge querying.

### Market Reception and Comparison

- Initial reception on LinkedIn was negative
- Speaker calls critics 'idiots' because it just launched
- Compares it to an 80% version of Glean.

### Monetization Strategy

- Plans to charge $20-$30/month for a 'bundle baby' version
- Suggests charging for Enterprise Admin features.

### Performance Caveats

- AI may struggle if connected sources like Slack aren't updated in real-time
- Traffic light example shows quick response time (milliseconds) when data is current.

![Screenshot at 0:00: Speaker seated in a car, speaking directly to the camera while driving.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-00-00.png)
![Screenshot at 0:08: Speaker gesturing while listing integrated services: Slack, GitHub, Gmail, Drive.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-00-08.png)
![Screenshot at 0:34: Speaker smiling and giving a thumbs up while discussing the launch timeline.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-00-34.png)
![Screenshot at 0:55: Speaker making a small gesture with his fingers while describing the feature's current state.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-00-55.png)
![Screenshot at 1:37: Speaker using his fingers to emphasize a point about charging competitors for the feature.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-01-37.png)
![Screenshot at 1:54: Speaker pointing his index finger to highlight a specific detail about accessing bundled features.](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-01-54.png)
![Screenshot at 2:23: Speaker demonstrating a concept by showing how quickly a traffic light changed color \(red to green in microseconds\).](https://ss.rapidrecap.app/screens/Y_TBuonEDdo/00-02-23.png)