The Operating Base for AI-Native Companies

Joined June 2023
161 Photos and videos
May 12
After Slack shut down across Greater China, every team asked the same question: what do we replace it with? Wrong question. The real one: when you switch, do you actually leave the problem behind, or just move it somewhere new? Most tools just move it. New interface, same limitations. Tanka is built differently: ✅ Long-term memory that knows your company. Decisions, docs, conversations all build into a shared context layer ✅ Agents that take real action. Approvals, CRM updates, doc drafts, meeting scheduling, run scheduled tasks, all triggered from chat ✅ Skills & SOPs your whole team inherits. Encode how your best people work, every agent follows it ✅ 100 integrations. Pull from Notion, Jira, Google Docs, etc. Agents write back. No migration. No seat-based pricing. Your data stays yours. Check this out: tanka.ai/slack
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Apr 28
What happens to your team's knowledge when your SaaS vendor decides to exit your market? For thousands of teams in Greater China, that question just got answered the hard way. When Slack shut down regional workspaces, users didn't just lose a chat tool, they lost years of messages, decisions, files, and institutional memory. For many, there was no export window. No warning. Just a 90-day countdown to permanent deletion. This is the risk of building your company's brain inside someone else's infrastructure. Tanka (tanka.ai/slack) was built differently. Everything your team needs to communicate, chat, voice calls, video calls, file sharing, is all there. But that's just the baseline. Every conversation, every decision, every thread becomes part of a living memory layer that your whole organization can query, build on, and actually own. No vendor lock-in. No policy surprises. No waking up one day to find your company's context is gone. Your team's knowledge belongs to you. It always should have. 👉 tanka.ai/slack #Slack #KnowledgeManagement #WorkplaceAI
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Mar 20
The files stay. The thinking doesn't. Relay turns a departing employee's email, chat, and docs into an AI your team can actually talk to. We're onboarding our first users now. Early access → relay.tanka.ai #AI #RelayByTanka
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Mar 17
Your best employee just quit. Their knowledge didn't have to. 🧠 Meet Relay by Tanka — the AI platform that creates digital twins of departing employees to preserve institutional memory. ✅ Connect their work apps securely ✅ Capture the "why" behind decisions, not just the "what" ✅ New hires ask the AI twin questions instantly Turn a 3-month ramp-up into a 3-minute conversation. We’re launching on March 19th to a limited batch of users. Secure your spot on the waitlist today: relay.tanka.ai/
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Mar 12
The exit interview is broken. The handover doc is dead. 📉 Every time a key employee leaves, your company loses months of context, relationships, and "tribal knowledge" that never made it into the wiki. Docs capture what happened. But they miss the why and the how. We’re building something at @Tanka to stop the brain drain. Stay tuned.
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Mar 12
The reasoning engine behind Tanka just got a major upgrade. @miromind_ai just released MiroThinker-1.7 and MiroThinker-H1 — and the benchmark numbers speak for themselves: BrowseComp 88.2, GAIA top-tier, leading on financial and scientific research tasks. At Tanka, we've been building on MiroMind's reasoning infrastructure from the start. Better step-level accuracy and deeper verification directly translates to better results for our users — every search, every insight, every answer. This is what "AI that actually works" looks like under the hood. 🧠
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We use @miromind_ai . This is why. When your product depends on AI that can't hallucinate its way through a research report, you need a reasoning engine — not just a chatbot. Congrats on the mobile launch.
🚀**Today MiroMind is officially live on iOS and Android**. **Download Now!** 📱 MiroMind isn’t another AI assistant—it’s a **General-Purpose Solver** designed to reason through the world's most complex problems. Our goal is not to replace human work, but to help tackle problems humans have not yet been able to solve. This is still the beginning, but we’re excited to finally open it to the community. If you’re interested in AI reasoning, scientific discovery, or complex problem solving, we’d love to hear your feedback. ✅ **Live on iOS & Android** ✅ Plan → Execute → Verify → Improve ✅ High-stakes reasoning, now in your pocket. **Get the App :** 🔗 miromind.ai/download **Join the Discord:** 👉 discord.gg/F7EQFnYscV
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Feb 21
The missing link in AI-Native organizations: Role as the starting point for intent understanding. 🧠 A thread on how we're building organizations where AI truly "works as you" →
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Feb 21
Breakthrough scenario #2: New hire onboarding New employees' AI assistants sync 2 years of org context in 2 hours—not by reading docs, but by understanding the Role they're stepping into. From zero to full context, instantly.
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Feb 21
This is the leap from "AI-enabled" to "AI-native": Humans define intent. AI executes everything. Role is the neural skeleton that makes it possible. Full post: tanka.ai/blogs/a-breakthroug… #AIForBusiness #FutureOfWork

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Feb 19
"Memory is the missing piece in agentic AI." 🧠 Thank you Weshine for spotlighting the Memory Genesis Competition! EverMemOS—the same tech powering Tanka's organizational memory by our @evermind team - now open for builders worldwide. $80K prizes | OpenAI AWS support | Finals at Computer History Museum Read: weshine.substack.com/p/upcom… Register: evermind.ai/activities #AIMemory

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Memory is the missing piece in agentic AI. Excited to see EverMemOS pushing the boundaries—moving AI beyond context windows into true long-term intelligence. This is how we build agents that remember, learn, and evolve. 🧠
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Jan 29
The era of "chatty" AI is over. The era of "Discoverative" AI is here. 🧬 Tanka is built on this exact philosophy: Moving beyond simulation to verification. We are engineered to solve complex business problems with the rigor of a scientific engine, not a chatbot. Read the blueprint: 👇
AGI isn’t about sounding right. It’s about being right in the real world. I frame this as “Liberal Arts LLM” (simulation) vs “Science LLM” (discovery)—where causality verification loops matter most. 🎥 youtu.be/IFR6zeM5tUQ?si=M7dQ… 📄 Text version: lnkd.in/gB_GNaMi
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Jan 25
From 'sounding right' to 'discovering truth'—this is the north star for every AI-native company. At Tanka, we're building the memory foundation that makes causal reasoning possible.
There is a concept in Buddhist sutras called "Great Round Mirror Wisdom" (大圆镜智). It describes a mind that reflects the world exactly as it is—obscured by no dust, distorted by no bias. To me, this is the holy grail of Artificial General Intelligence. We are often distracted by how well an AI "speaks"—its fluency, its rhetoric, its ability to mimic. But when the words fall silent, what remains? Real value lies in Causality. I wrote this piece to argue that the next leap in AI must move beyond language models that merely "sound correct" to systems that act as a scalpel for truth—identifying the causal red lines in science, engineering, and reality. An AGI that doesn't just answer, but discovers. 👇 Read the full article here: lnkd.in/gB_GNaMi #DeepTech #Philosophy #AGI #Causality #Innovation #ChenNative
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Jan 25
Your AI is dumb because it’s starving. 🍽️ You’re feeding it "Final Reports" and "Clean Databases." But 90% of your business reality lives in the mess: the DMs, the drafts, the email chains. Enter the philosophy of Data Piping. 🧵
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Jan 25
Stop curating data for your AI. Real intelligence needs the raw, unfiltered noise of reality to find the signal.
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Jan 25
Connect the pipes. Break the silos. Let the data flow. Read how we built the infrastructure for total recall: tanka.ai/blogs/data-piping%E…

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