Enkeon

Stop re-explaining your project to every AI. One shared context for your team's AI tools. Formerly ThinkingRoot.

[Enkeon @enkeon_]

You’ve already explained the project, made decisions, and corrected the details.

Enkeon keeps that knowledge in a shared memory for your team and connected AI tools, so the next conversation can continue with the context you’ve already established.

[Naveen Ani @ItsNaveenani]

Same AI. Same 50 questions about our product.
One run had our team's context. One didn't.

Guess the final score before it ends.

[Enkeon @enkeon_]

An insight from a teammate. A decision from yesterday. A correction made today.

Enkeon keeps that knowledge in shared project memory, so people and connected AI tools can retrieve what matters and build on it as the work evolves.

[Enkeon @enkeon_]

You might explore an idea in one AI tool and develop it in another. The useful context belongs in both.

Enkeon makes relevant project knowledge available to connected AI tools, helping your thinking continue as you move between them.

[Enkeon @enkeon_]

You wouldn’t expect a new teammate to know decisions nobody told them about.

Why expect it from AI?

Sometimes, the missing piece isn’t a smarter model. It’s the conversation your team had three months ago.

[Naveen Ani @ItsNaveenani]

Same AI. Same 50 questions about our product.
One run had our team's context. One didn't.

Guess the final score before it ends.

[Enkeon @enkeon_]

The answer you need may already be in a conversation someone else had.

Enkeon helps your team and connected AI tools draw from shared project knowledge, so useful context can reach the work that needs it.

[Enkeon @enkeon_]

your AI shouldn't ship mongo when the team agreed on postgres.

That's why we built Enkeon . Your agents need to know what the team already talked about.

[Naveen Ani @ItsNaveenani]

my teammate's AI just undid our decision.

again. 4th time.

so we built the thing that gives the agent an understanding...

[Enkeon @enkeon_]

Check It Out
https://t.co/lmD4iuvi8K

[Enkeon @enkeon_]

Have you ever heard of memory poisoning?

If you're using memory in your AI product in 2026, this is the topic you should be paying attention to: memory poisoning, or memory rot.

It's the thing you never see coming - until the memory layer you're paying for starts feeding your users garbage.

So we ran an open benchmark against leading memory systems: same data, same conditions, over 90 days.... (Rotbench)

Every other system ended up storing poisoned memories.
ThinkingRoot stored none - zero-and still answered with 91.7% accuracy.

The era of simply storing and retrieving memory is over.

It's time for real evolving memory.

Your AI needs memory that evolves with every interaction, keeps both long-term and short-term context clean, and delivers the same high-quality context even after 2 or 3 years-not memory that slowly decays over time.

Unlike traditional memory layers that act like shared vector databases, ThinkingRoot gives every user their own private, persistent, evolving memory that grows, reasons, and stays reliable.

Connect Claude Code, OpenClaw, ChatGPT, or any multi-agent system. Create an agent, or build directly on top of ThinkingRoot.

You'll see the magic.

ThinkingRoot - 91.7%
Supermemory - 66.7%
Mem0 - 58.3%
Zep - 41.7%

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhaI2A

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8

[Enkeon @enkeon_]

Your AI assistant's memory is rotting. And almost nobody is measuring it.

You tell it you moved cities. Switched tools. Changed your mind. Weeks later it confidently gives you the old answer — like it never heard the update.

So we tested every major AI memory tool over 90 days of real use.

How often they remember the current truth:
🟢 ThinkingRoot — 92%
🔵 Supermemory — 67%
🟡 Mem0 — 33%
🟠 Zep — 8%

Same test. Same data. Receipts are open-source.

Memory that doesn't rot → https://t.co/BivLzhbfS8