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Tanka Unveils EverMemOS: A Game Changer for Startups

In a groundbreaking announcement on September 29, 2025, Tanka has launched EverMemOS, a revolutionary operating system that promises to redefine how organizations manage memory and information in the age of artificial intelligence. This innovative platform offers a virtually limitless, persistent, and searchable memory system that allows teams to retain and leverage knowledge over time, addressing a core challenge that has impeded the progress of enterprise AI.

The essence of EverMemOS lies in its ability to create a truly persistent and evolvable AI memory system that stands in stark contrast to traditional collaboration tools, which often lack genuine memory capacity. Tanka’s CEO, Kisson Lin, articulates the product’s purpose succinctly, stating, "EverMemOS is the answer to the most fundamental question every startup faces: how do you preserve and leverage everything you learn as you build?" This new operating system offers startups the unprecedented advantage of having an AI cofounder that retains critical insights and learns continually, thus fostering smarter and faster growth.

Solving the Information Overload Problem

Modern organizations are inundated with scattered data, emails, and documents, making it almost impossible to make informed decisions. EverMemOS tackles this issue head-on by transforming every interaction within an organization into a valuable, retrievable piece of knowledge, thereby mitigating the risk of lost information when key staff members depart. As noted in the 2025 State of AI report by Bessemer Venture Partners, “Memory and Context are the new moats” for AI applications. With EverMemOS, Tanka establishes a new benchmark for the way businesses can utilize memory to gain a competitive edge.

Features of EverMemOS

Dynamic Static Memory Architecture

One of the most distinctive aspects of EverMemOS is its Dynamic Static Memory Architecture, which is designed to reflect the human memory process. This architecture allows organizations to balance real-time recall with structured, long-term knowledge retention. The system is capable of integrating internal and external data from various sources—including Slack, Gmail, Notion, and WhatsApp—into one overarching source of truth.

Behavior-Driven AI

Additionally, the operating system employs Behavior-Driven AI to continuously learn from team actions and decisions. This feature enables it to suggest proactive replies, track follow-ups, and streamline collaborations, ensuring that insights are not only remembered but also woven seamlessly into daily operations.

Tanka’s focus on memory retention has resulted in a remarkable Locomo score of 92.3%, marking it as the highest achievement in the emerging sector for long-context memory systems. This places Tanka at the forefront of semantic memory and intelligent agents, positioning EverMemOS as a leader in this evolving field.

Collaboration and Collective Memory

Tanka understands that speed is of the essence for startups, which often pivot quickly amidst changes. As such, EverMemOS is purpose-built to solidify each lesson, decision, and innovation into a collective memory that can be accessed and utilized by teams moving forward. Within this system, founders can expect their ideas to transform into actionable plans, making the memory-driven collaboration process not only efficient but also transformative.

Open-Sourcing for Community Empowerment

In a bid to foster innovation within the tech ecosystem, Tanka plans to open-source EverMemOS soon. This initiative will allow developers to create AI-native tools that learn from user interactions and adapt to meet evolving demands, thus broadening the horizons of what teams can achieve together.

Conclusion

With the launch of EverMemOS, Tanka is not just enhancing productivity but also pioneering a new era of memory-driven collaboration for startups. By offering a platform that preserves the essence of learning and adapting, Tanka empowers businesses to face challenges head-on while retaining valuable insights along the way. For interested teams and organizations, the future of AI-native collaboration is just a registration away at tanka.ai.

Join us as we step into a future where memory meets intelligence, unlocking limitless potential for growth and collaboration.