Sovereign • Portable • Personal

The Living Memory

for Your AI

A memory layer that you own, that works with any AI provider, and goes wherever you go.

It's not just technology — it's a philosophy about who owns your AI memory.

A sovereign, portable, personal memory and dynamic context engine that works with all AI providers — your single, AI-native database.

Works with {highlight}

VIVIM is provider-agnostic. Connect your favorite models instantly.

OpenAI
OpenAI
Google Gemini
Google Gemini
Claude
Claude
Grok
Grok
Z.ai
Z.ai
Qwen
Qwen
Kimi
Kimi
The Problem

Every AI Conversation
Starts Broken

The context window isn't just limited — it's actively working against you. And most 'solutions' make it worse.

0%

Accuracy drop as context grows

Stanford, Google, Anthropic, Meta

0/18

Frontier models degrade with context

Chroma, March 2026

$0B

Vector DB market validates the problem

Kings Research 2026

🧠 MemoryRank #1

The Context Wipe

AI forgets everything, every session

Conversations degrade after 15–20 messages, even with 1M token windows.

Users rebuild context from scratch on every conversation. 3 years of domain knowledge, preferences, and decisions vanish the moment a tab closes.

How VIVIM solves this
🔄 PortabilityRank #2

The Provider Lock-in Trap

Your memory belongs to ChatGPT, not you

Switching AI providers means losing all accumulated context.

Switching AI providers means losing all accumulated context. Users are held hostage by memory moats that providers built intentionally.

How VIVIM solves this
🧠 MemoryRank #3

The Copy-Paste Tax

Hours lost rebuilding context weekly

Hours every week rebuilding context from scratch.

Knowledge workers spend 5–10 hours/week re-explaining their stack, preferences, team structure, and project history to AI tools that forgot everything overnight.

How VIVIM solves this
🧠 MemoryRank #4

The Middle Black Hole

AI ignores context you explicitly provided

20+ percentage points worse accuracy for information in the middle of context.

Stanford/Google/Anthropic research confirms 20+ percentage point accuracy drop for information in the middle of long context windows. Users unknowingly provide context the model never reads.

How VIVIM solves this
The Solution

What If AI Could
Truly Remember?

Not just store — but understand, connect, and retrieve what matters — across every conversation, with every AI.

Remembers Everything

Every conversation, preference, and detail is stored and organized intelligently.

Intelligent Retrieval

Finds exactly what's relevant using semantic search — no more repeating yourself.

Works with Any AI

Model-agnostic design means you can switch providers without losing your memory.

Core Innovation

Atomic Chat Units

The fundamental building block that makes persistent, multi-scenario AI context possible

Each conversation is broken into individually searchable, shareable units — giving you granular control over what your AI remembers and how it connects knowledge.

The Message Monolith Problem

Messages stored as giant blocks — like a whole chapter in one piece

Search for code, get entire 500-line response

Can't share just the solution without losing context

Insights buried in thousands of messages

VIVIM Atomic Chat Units

Each thought is individually searchable & shareable

Find exactly the code snippet you need

Share granular insights with full context preserved

Knowledge connected, organized, and always accessible

The Rights Layer

Your Data, Your Rules

Granular ownership tiers that adapt to context — personal, shared, or co-governed. Your AI memory, classified by you.

T0

Personal Only

You own it completely. No sharing, no governance.

T1

Personal-Likely

Probably personal, but open to classification review.

T2

Shared-Possibly

Could be shared — ready for co-governance setup.

T3

Co-Governed

Company gets governance. Dual-key required for exports.

T4

Restricted

Enhanced protection. Limited access even for you.

T5

Regulated

Never exports. Medical, legal, financial lockbox.

TDASS Co-Governance

Companies get governance without custody. Your data stays in your vault — they only get a key share for designated scopes.

Active Period: Both keys required
Sunset: Company share fades over time
Post-Sunset: You keep full control

TPDI Classifier

ML-powered content classification that learns from your corrections. Gets smarter the more you use it.

Input → Feature Extraction → ML → Tier + Confidence
The Sentinel

Know If Your Data Was Used

13 detection algorithms verify your data sovereignty — with cryptographic proof you can take to court.

A1

Spectral Membership Inference

A2

Mutual Information Estimation

A3

Kolmogorov Uniqueness

A4

Photon Counting

A5

Interference Pattern

A6

Canary Wave Function

A7

Boltzmann Calibration

A8

Holographic Watermarking

A9

Thermodynamic Flow

A10

Fisher Fingerprinting

A11

Entanglement Testing

A12

Diffraction Grating

A13

Conservation Law

Canary System

Plant unique tokens in your conversations. When AI models reference them without authorization — detection confirmed.

Ready

|canary⟩ = α|undetected⟩ + β|detected⟩

Evidence Package

Cryptographic proof package ready for legal action. Timestamps, Merkle proofs, model response evidence.

Export Format
JSONPDFZIP
The Marketplace

Monetize Your Intelligence

Sell your data on your terms — or keep it private. Zero-knowledge proofs let buyers verify without seeing.

1

List

Select ACUs, set price, generate ZK proof

2

Discover

Buyers browse verified listings

3

Purchase

Escrow payment secures transaction

4

Exchange

Encrypted delivery via ECDH

5

Verify

ZK proof validation

Revenue Split

Fair distribution for co-governed data sales:

Platform (15%)$150
Human (60% × 40%)$240
Company (60% × 40%)$240
Total Sale$1,000

Zero-Knowledge Proofs

Prove data properties without revealing content:

Ownership proof
Consent validity
Data property attestation
Aggregate statistics

Coming in v3.0 (Month 15)

Our Philosophy

Sovereign AI Memory
Belongs to You

VIVIM isn't just technology — it's a philosophy about who owns your AI memory.

We believe your memories, preferences, and context should never be locked to a single provider. You should always have full control, visibility, and portability.

Sovereign

You own your memory data completely. VIVIM never claims ownership — your AI memory belongs to you, not the platform.

Personal

Your memory is yours alone. Unlike shared databases, VIVIM creates an individual memory layer unique to each user.

Provider Agnostic

Switch between GPT-4, Claude, Gemini, or any AI model — your memory stays intact. No vendor lock-in, ever.

Portable

Export your entire memory at any time in standard formats. Take your AI memory wherever you go.

Use-Case Agnostic

Works for coding assistants, customer support, education, healthcare — any application that benefits from memory.

Dynamically Generated

Context isn't static — it's built fresh for each interaction based on what you're doing right now.

The 8-Layer System

Intelligent Context Assembly

Like CPU cache levels — each layer has different latency, specificity, and refresh rates.

0
Identity Core~300 tokens

Who you are — permanent context

1
Global Preferences~500 tokens

How AI should respond to you

2
Topic Context~1,500 tokens

Deep knowledge about current topics

3
Entity Context~1,000 tokens

People, projects, and tools you discuss

4
Conversation Arc~2,000 tokens

Thread of current discussion

5
JIT Retrieval~2,500 tokens

Real-time relevant knowledge

6
Message History~3,500 tokens

Recent conversation messages

7
User MessageVariable tokens

Your current input

Total Context Window: ~12,300 tokens

9 Types of Human-Like Memory

Hover to see examples of each memory type

Episodic

"Last week we discussed..."

Semantic

"Python is your primary language"

Procedural

"You prefer TDD methodology"

Factual

"You work as a senior engineer"

Preference

"Prefers dark mode interface"

Identity

"Full-stack developer"

Relationship

"John is your tech lead"

Goal

"Launch MVP by Q2"

Project

"E-commerce uses Next.js"

For Developers

Build with @vivim/sdk

Everything you need to create sovereign, privacy-first AI experiences

Because your users deserve memory that they own, not memory that's locked to your platform.

Simple SDK

Drop-in memory backend for LangChain, LlamaIndex, or custom

Local First

CRDT-based sync with optional IPFS persistence

Storage Options

Local, SQLite, or IPFS with end-to-end encryption

Zero-Knowledge

Encryption keys never leave the user's device

npm install @vivim/sdk
VIVIM - Sovereign, Portable, Personal AI Memory