ESR News share：Tanka Launches World's First AI-Native × Memory-Native OS, Ushering in the Era of Unlimited, Actionable Memory for Startups
Source:Tanka
Tanka today launches EverMemOS, a revolutionary operating system that gives organizations virtually unlimited, persistent, and searchable memory, breaking through the limitations that have held AI back. For the first time, teams can compound intelligence and value over time.
EverMemOS addresses a core challenge for enterprise AI: not simply mitigating information loss but creating a truly persistent and evolvable AI memory system. This is critical for modern organizations that are overwhelmed by scattered documents and communications, which results in critical decisions getting buried and lost knowledge when key people leave.
As Bessemer Venture Partners noted in their 2025 State of AI report, "Memory and Context are the new moats" for AI applications—yet most collaboration tools lack true memory. Powered by EverMemOS, Tanka takes a fundamentally different approach: transforming every interaction into persistent, retrievable organizational memory, proactively surfacing insights and driving execution, thereby ensuring every detail becomes a catalyst for smarter, faster growth.
Inspired by neuroscience, Tanka's EverMemOS is a unified memory operating system that integrates all your internal and external data, turning scattered information across Slack, Gmail, Notion, and WhatsApp into a single source of truth. Its Dynamic & Static Memory Architecture mirrors how human memory works, balancing instant recall with deep, structured long-term knowledge. Meanwhile, Behavior-Driven AI continuously learns from team actions and decisions, proactively suggesting replies, tracking follow-ups, and orchestrating collaboration.
EverMemOS' innovative edge has enabled it to achieve a Locomo score of 92.3%, the highest reported to date on this emerging benchmark for long-context memory systems, thereby setting a new global standard for AI memory systems and cementing Tanka's leadership in semantic memory and intelligent agents. This breakthrough is powered by atomic memory structuring for precise extraction, memory purification for noise-free reasoning, enhanced answer generation via chain-of-thought logic, and a next-gen recall mechanism leveraging embedding and reranking.
As Kisson Lin, CEO of Tanka, puts it: "EverMemOS is the answer to the most fundamental question every startup faces: how do you preserve and leverage everything you learn as you build? For the first time, founders have an AI cofounder with true long-term memory, one that remembers every detail, learns continuously, and proactively drives execution. This is not just enhanced productivity—it's a new era of memory-powered competitive advantage."
Working closely with the startup community Tanka understands that companies move at breakneck speed, pivot often, and face constant change, which is why the company has dedicated itself to rolling out a purpose-built memory system that ensures every lesson, decision, and breakthrough is remembered, leveraged, and never lost. The result is a transformative impact on how teams collaborate and retain knowledge.
To support broader adoption and encourage innovation, Tanka will soon open-source EverMemOS. By sharing its core memory infrastructure, the company aims to make it easier for developers to build AI-native tools that remember, learn, and adapt—unlocking new possibilities for teams and organizations worldwide.
Technical Overview: Tanka's Unique Value Underpinned by Three Pillars of Innovation
Building on the company's proprietary architecture, Tanka delivers three pillars of unique value—demonstrating the power of EverMemOS as a platform:
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Ecosystem Memory: Complete, Connected Knowledge
- Tanka unifies all your apps and data sources—Slack, Gmail, Notion, WhatsApp, and more—so every insight, decision, and file is captured and organized in one place. For founders, this means nothing gets lost, even as teams grow, pivot, or change.
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Collective Memory: Interactive, Proactive Collaboration
- Tanka's AI assistant not only remembers every conversation, but also actively engages with your team—proactively following up, assigning tasks, and generating smart, context-rich replies. This ensures your team stays aligned, moves faster, and organizational knowledge is always accessible and actionable.
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Individual Memory: Deep Thinking to Tangible Results
- Tanka empowers founders to turn deep, independent thinking into real outcomes—helping you develop ideas into detailed plans and shareable deliverables, like business plans or websites. With memory-driven support at every step, your insights become actionable results.
Get Started
Connect Slack, Gmail, Notion, Google Drive, Zoom, and more. Experience the future of AI-native collaboration—register now at tanka.ai.
About Tanka
Tanka is a US-headquartered AI startup dedicated to pioneering long-term memory research and applications for founders and fast-moving teams. Inspired by cognitive neuroscience and built for the unique challenges of modern work, Tanka's mission is to empower every organization with a living, transferable memory—powered by the open EverMemOS platform.
Architecture of Tanka’s EverMemOS, which transforms scattered data into unified, retrievable memory to power AI-native collaboration and context-aware execution. (Credit: Tanka)
