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Atmrix

Tools

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Atmrix

YC

Y Combinator Cast

06/07/24

@ Y Combinator

In enterprise use cases, having a large context window isn't always ideal. Companies often prefer to store sensitive data securely and retrieve it as needed, ensuring proper logging and permissioning around data access.

Video

Better AI Models, Better Startups

@ Y Combinator

Better AI Models, Better Startups

06/07/24

Related Takeaways

Y Combinator Cast

06/07/24

@ Y Combinator

While a larger context window is beneficial, it may lack specificity in retrieval tasks. A smaller, more reliable context window might be preferable for ensuring accurate data retrieval.

Y Combinator Cast

10/18/24

@ Y Combinator

Even with large context windows in models, specialized tools are necessary for lookups to ensure accurate context management and memory selection.

Bob McGrew

06/17/25

@ Sequoia Capital

Enterprise applications often require a deep understanding of specific business contexts, which is where startups can find opportunities that larger labs may overlook.

Diane Greene

08/05/17

@ Y Combinator

I believed there was a need for a company focused on building applications for enterprises, as it involves more complexity with multiple users and access.

a16z Cast

02/07/25

@ a16z

To gain adoption in enterprise settings, applications must be tailored to meet specific needs, including features like single sign-on.

Carlos

05/24/25

@ LangChain

The importance of context in customer interactions is emphasized, as it allows for more personalized and effective support.

Chris Williamson Cast

04/01/25

@ Chris Williamson

Business is highly contextual; understanding the specifics of a business is crucial to analyze and improve it effectively.

Y Combinator Cast

02/09/24

@ Y Combinator

Specific use cases, like processing sales data or compliance checklists, are more likely to succeed than generic solutions.

Wade Foster

08/19/17

@ Y Combinator

To expand into enterprise companies, we need to address their specific needs while ensuring our core product remains effective for them.