01
Everything is everywhere
The decision is in Slack, the reason is in email, the spec is in Notion. Asking “why did we pick Kubernetes?” means opening four apps and still getting no answer.
Your organization's proactive intelligent agent.
Memora is an always-on AI agent that remembers what your team knows, understands your context, and takes action proactively. Turn your team's knowledge into intelligent action.
#eng
Memora prepares the work in Slack
Online
Connects with the tools you already use
- Slack
- Teams
- Gmail
- Outlook
- Notion
- Google Drive
- GitHub
- Jira
- Salesforce
- Linear
- Confluence
- Figma
- Zoom
- HubSpot
- Asana
- Zendesk
- Intercom
- Dropbox
- GitLab
- Trello
- Stripe
- Calendar
- Discord
- Datadog
- Slack
- Teams
- Gmail
- Outlook
- Notion
- Google Drive
- GitHub
- Jira
- Salesforce
- Linear
- Confluence
- Figma
- Zoom
- HubSpot
- Asana
- Zendesk
- Intercom
- Dropbox
- GitLab
- Trello
- Stripe
- Calendar
- Discord
- Datadog
The gap
Most companies have data.
Few have memory.
02
Search returns files, not memory
It can’t say why a decision was made, who owns it, or what changed last week. New people rebuild the company by asking around, and knowledge leaves with whoever leaves.
03
AI waits to be prompted, then guesses
With no company mind, it invents tickets and follow-ups. And you re-prompt, turn after turn, until the work is done.
04
No foundation for owned intelligence
Company data is rarely structured for AI. Without reusable, high-quality datasets, building specialized LLMs and SLMs that reflect how a business works becomes difficult.
So we built memory.
What Memora does
Remember and Learn. Act. Contextualize. Own.
One company memory, put to work in four ways: for your people, for a proactive agent, for your AI tools, and for the models you build yourself.
01Remember and Learn
Your company, remembered.
Connect your workplace tools and transform scattered conversations, documents, decisions, and expertise into shared company memory. Find answers, uncover context, and move work forward with a proactive AI agent.
- Cited answers from the tools your team already uses
- Respects each person’s access rights
- A proactive agent that spots follow-ups and drafts tasks
- Human approval before consequential actions
Why did we choose Stripe, and what is still open?
We kept Stripe in the March billing review for its lower migration risk. The invoice migration still needs an owner.
- Slack · #infra
- Notion · Billing review
- Jira · ARCH-284
Proactive agent
Noticed: the invoice migration has no owner yet.
Draft task: Assign an owner for the invoice migration
02Act
An agent that acts before you ask.
Memora watches your connected tools, notices what needs attention, and prepares the work, from follow-ups to tasks. You review and approve before anything goes out.
- Notices stalled threads and open decisions
- Drafts emails, tasks and tickets from company memory
- Nothing goes out without human approval
Proactive intelligence agentWatching your connected tools
Notices
The Acme thread has been quiet for 5 days.
Connects context
Finds the pricing decision in Slack #sales.
Drafts the work
Follow-up email drafted in Gmail.
You decide
Sent after your approval.
03Contextualize
Less prompting. More intelligence.
Bring relevant company context into your AI workflows. Reduce repetitive copy-pasting and unnecessary context so your AI tools can focus on what matters.
- Retrieve what is relevant instead of pasting everything
- Context structured for LLMs to read
- Built on the same permission-aware memory
Your tools
- Slack thread
- Notion doc
- Gmail email
- Jira ticket
- Drive file
AI assistant
Why was the checkout retry capped at 3?
Everything pasted by hand
Context bundle
- Decision
- Cap at 3 after the March incident
- Owner
- Marcus Chen
- Sources
- Slack, Notion, Jira
Capped at 3 to protect the payments API after the March incident. Marcus made the call.
04Own
Own your company’s intelligence.
Transform fragmented company knowledge into structured, reusable, AI-ready datasets. Build the foundation for specialized LLMs and SLMs that reflect how your business works.
- Structured, reusable, searchable datasets
- A foundation for RAG and company-specific models
- Your company’s knowledge stays yours
Stage 01
Raw Sources
Live SyncMaster_Services_2026.pdf
#pricing-strategy-decisions
Refund_SOP_and_Tiers.doc
Stage 02
Clean Dataset
StructuredentityAcme Enterprise TierResolved
vector_dim3,072d Dense VectorEmbedded
privacyPII Redacted & RBACSecured
Stage 03
Owned Model
Private VaultQ:Enterprise refund window?
A:30 days via Finance approval (§4.2)
MSA_2026.pdf Refund_SOP
The memory
Memory is the base.
Connectors sync your Slack, mail, docs, tickets, and code into company, team, or personal memory.
Connected tools
- Gmail
- Slack
- Microsoft Teams
- Discord
- Notion
- Google Drive
- GitHub
- Jira
Memora
One living memory
Memory spaces
- CompanyWhat the whole organization knows
- TeamWhat your team is working on
- PersonalYour own mail, chats, and notes
Permission-aware
People only see answers from sources they can already access.
Encrypted and audited
Encryption at rest and in transit, with audit logs for every query and sync.
Never used for training
Your memory never trains foundation models.
The difference
A personal agent works for you. Memora works for everyone.
- Built around
- One person's tasks and preferences
- Memory
- What you've told it
- New teammate joins
- Starts from zero
- When someone leaves
- Their context goes with them
- Answers
- From one person's view
- Access
- Personal accounts
- Admin controls
- Basic
Personal agents help one person move faster. Memora helps everyone move in the same direction.
Who it’s for
Built for teams. Personal memory included.
One memory underneath, shared where it should be and private where it should be.
For teams
The company brain
Turn scattered threads, docs, tickets, and CRM data into memory every employee and agent can trust. New hires ramp faster, decisions stay traceable, and knowledge stays when people leave.
Ask
Why did we migrate to Kubernetes?
Approved in the March architecture review. Key drivers: auto-scaling for payment services and unified deployment across regions.
Sources
Slack #infra Jira ARCH-284 Notion
For individuals
Your private layer
Connect your own mail, notes, and calendar. It stays separate from work and private to you, and it uses the same memory engine as your team.
Ask
What do I need to know before my meetings today?
Three meetings: 10am product sync (review Q1 roadmap doc), 2pm investor call (pull notes from last call in Notion), 4pm 1:1 with Jordan (open items from shared Drive doc).
Sources
Google Calendar Notion Google Drive
Onboarding
New hires get answers without interrupting anyone.
Support
Agents find the last decision, owner, and fix in seconds.
Leadership
Ask “what changed this week?” and get sources, not a status meeting.
The workspace
Everything around the memory.
A dashboard, analytics, accounts, invites, and billing, on every screen you work on.
Everywhere you work
- WebLive
Open it in any browser. Same login, same memory.
- DesktopComing soon
A native app for macOS, Windows, and Linux.
- iOSComing soon
Your memory on iPhone and iPad.
- AndroidComing soon
Your memory on your Android phone.
Our vision
Agents with a mind. That's Memora.
Memora is an always-on agent that works for your whole team. AI agents today are capable but forgetful: they act without knowing your history, your decisions, or your people. Memora gives them a mind. It ingests, structures, and keeps current everything from Slack, email, docs, CRM, social, and a dozen apps, so every agent you deploy acts with full context instead of guessing.
Every company will eventually need a company brain: a closed-loop intelligence layer where organizational activity continuously feeds a system that learns, answers, and coordinates work.
Inspired by Y Combinator's Company Brain RFS