The Memory Infrastructure Your Human + AI Teams Are Missing
ReMemora creates collaborative memory infrastructure where human expertise and AI capabilities combine to build shared intelligence, learn from every decision, and amplify collective knowledge over time.
Meeting Intelligence
Auto-extract insights
The Knowledge That Matters Most Is Unwritten
Past solutions, prompts, strategies, and decisions are scattered across tools, trapped in folders, or forgotten altogether.
90% of organizational knowledge is tacit
The most valuable insights live in conversations, decisions, and collaborative moments that never get captured or shared.
We need persistent memory infrastructure
A memory layer where both humans and AI can learn from every decision, build on past insights, and get smarter together over time. ReMemora is the context engine that helps you remember what matters, reuse what works, and refine it over time.
The Challenge
Isolated Intelligence
AI conversations never build on the past — each interaction starts from zero. Human expertise and AI capabilities exist in isolation, missing collaborative intelligence.
Outdated Context
Context changes faster than documentation — written knowledge becomes stale. Humans and AI work with incomplete information, missing crucial context from past decisions.
The Solution
Memory Infrastructure
A persistent memory layer where both humans and AI learn from every decision, build on past insights, and get smarter together over time.
Current Challenges
Organizations struggle with knowledge silos, repetitive work, and AI systems that forget what matters. Critical insights get lost, decisions lack context, and teams waste time rebuilding understanding that already exists somewhere in the company.
Context Degradation
LLMs lose coherence and forget critical information as conversations grow longer, leading to irrelevant responses.
Knowledge Silos
Valuable insights remain trapped in individual conversations, never connecting to broader organizational knowledge.
Signal vs Noise
Current systems can't distinguish between valuable insights and irrelevant information, treating everything equally.
What is ReMemora?
ReMemora is a live, context-aware memory layer that connects AI and people, capturing and organizing insights in real time so teams can recall, reuse, and build on knowledge instantly.
ReMemora is the World's First CMI System
Why Memory Infrastructure Matters Now
Gen AI
AI tools emerged but lacked memory. Early LLMs and copilots could not remember context or learn from experience, creating frustrating cycles of repetition and lost insights.
The first wave of generative AI tools were powerful but forgetful, making them useful for one-off tasks but not for building knowledge or relationships. Organizations struggled with AI that couldn't learn from conversations, remember user preferences, or maintain continuity across sessions, limiting their effectiveness in complex workflows.
AI Agents
Autonomous agents need persistent memory. Memory infrastructure enables agents to learn, adapt, and collaborate.
With persistent memory, agents can recall past actions, user preferences, and organizational knowledge, making them more effective and trustworthy.
Human + AI Teaming
True collaborative intelligence. Memory bridges the gap between human and AI teamwork.
The future is teams of humans and AIs working together, sharing context and building on each other’s knowledge. Memory is the foundation for this collaboration.
Without memory infrastructure, agents forget what matters. Memory turns a tool into a teammate.
Three Ways to Work with ReMemora
Choose the interface that fits your workflow — from natural conversation to visual collaboration to seamless API integration.
Chat
Natural conversation with persistent memory that learns from every interaction and builds understanding over time
Canvas
Visual workspace for organizing knowledge, mapping relationships, and collaborative thinking with contextual memory
API
Seamless integration with existing tools and workflows through our developer platform and memory infrastructure
Organizational Intelligence
ReMemora transforms individual insights into collective organizational intelligence, creating a learning system that grows smarter with every interaction.
Beyond Individual Memory
- •Cross-functional Learning: Insights flow between teams and departments
- •Institutional Memory: Critical knowledge persists beyond employee tenure
- •Pattern Recognition: Surface recurring themes and opportunities
- •Decision Support: Historical context informing future choices
Infrastructure Memory
Human judgment + AI recommendations
Example: Leadership decides on response + AI suggests optimal inventory levels
Human insight + AI pattern recognition
Example: Team recalls customer concerns about billing complexity + AI maps these to 78% churn pattern in similar segments
Human expertise + AI processing
Example: Sales team knows Q3 was challenging + AI quantifies 12% drop
Each layer builds on the previous, creating a symbiotic relationship where human intuition and AI capabilities enhance each other through shared memory systems.
SEAMLESS INTEGRATIONS
ReMemora will integrate with the tools and platforms your team uses every day. Here are the planned integrations we're building.
Cloud Platforms & Storage
Snowflake
AzureProject Management & Workflow
Miro
Jira
AirtableDocumentation & Knowledge
NotionAnalytics & Business Intelligence
Tableau
Microsoft Power BICommunication & Collaboration
SlackDevelopment & Version Control
AI & Language Models
OpenAI
Anthropic Claude
Google GeminiCustom Development
Custom APIReMemora doesn't just replace another tool — it makes every tool in your stack smarter
Enterprise Security & Governance
Built for enterprise environments with comprehensive security, compliance, and governance features from day one.
Data Protection
End-to-end encryption, zero-trust architecture
Access Control
Granular permissions, role-based access, and audit trails for all interactions
Deployment Options
Cloud, on-premises, or hybrid deployments to meet your security requirements
Our Vision for Memory
Three pillars that define the future of organizational knowledge and human-AI collaboration
Memory as Infrastructure
Transform knowledge from scattered documents into persistent, queryable infrastructure that scales with your organization.
Build the foundational layer for organizational intelligence
Key Capabilities
- Persistent organizational memory
- Knowledge infrastructure that evolves
- Seamless information retrieval
- Context-aware documentation
AI-Human Memory Collaboration
Bridge the gap between human intuition and AI capability through shared memory systems that enhance both.
Unite human wisdom with AI processing power
Key Capabilities
- Human-AI knowledge synthesis
- Collective intelligence amplification
- Seamless collaboration workflows
- Enhanced decision-making
Cognitive Amplification
Augment human cognition with AI-powered memory systems that remember context, connections, and insights.
Amplify human intelligence with persistent memory
Key Capabilities
- Enhanced pattern recognition
- Cross-domain insight generation
- Contextual knowledge retrieval
- Accelerated learning curves
Hover over any card to explore its key capabilities
What We Heard from Industry Leaders
We asked executives, directors, and managers across industries how they handle knowledge loss, decision memory, and GenAI challenges. Here's what they told us.
Key Survey Findings
Lose important knowledge when team members leave
Want easier storage/retrieval from GenAI tools
Believe ReMemora could help avoid repeated work
See value in AI grounded by real knowledge
Want faster onboarding with preserved context
Industry Leader Voices
“There is significant value in being more organized at work — allowing prior meetings, outcomes, and data to drive future decisions. Even more would be the benefit of collective data to make the company more competitive.”
Executive
Marketing & Business Development
Survey Methodology
Data from our July–August 2025 early adopter survey, spanning executives, directors, and managers in industries including analytics, marketing, IT, manufacturing, banking, and product development.
Want to contribute to our research? Share your perspective on organizational memory and AI challenges.
Take the SurveyStart Building Collaborative Intelligence Today
Join teams that are creating shared memory between humans and AI. Build the intelligence layer that makes your organization smarter over time.
This isn't just another memory system. It's the infrastructure for how humans and AI remember and evolve together.