AI Memory Startup Engram Raises $98 Million to Reduce Token Costs for Businesses

06/23/2026, 05:38 AM economy fundraising ai Microsoft

Engram, founded just eight months ago, has attracted significant investment from notable firms such as General Catalyst, Kleiner Perkins, and Sequoia, along with OpenAI co-founder Andrej Karpathy. The startup aims to provide organizations with AI models that can recall specific workflows and context, enabling smarter responses while using up to 100 times fewer tokens than traditional models.

This approach addresses the rising costs associated with advanced AI technologies, which have become more expensive despite expectations that larger scales would reduce expenses. Engram's client list already includes major players like Microsoft and Notion, indicating strong market interest.

Co-founder and CEO Dan Biderman emphasizes that while Engram's models may not outperform those from established companies like OpenAI and Anthropic in every aspect, they excel in specialization, offering a unique solution to the challenges posed by the increasing complexity and cost of AI.

The funding will be utilized to enhance computing capabilities and attract talent, further solidifying Engram's position in the competitive AI sector

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