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Everything your company knows,
always remembered.

Saga continuously captures messages, documents and tasks into a living, structured memory your whole team can query, trust and build on.

Company Memory
Syncing
Chat
Last synced 2 min ago · 24 channels
48,201 messages
Tickets
Last synced just now · 6 projects
3,102 issues
Docs
Last synced 15 min ago · 3 spaces
612 pages

Not a search tool, a memory layer

Entity extraction
People, projects, decisions, risks and tasks are automatically detected and structured, so memory is organised, not just stored.
Relationship mapping
Saga understands how things connect, who worked on what, which decisions influenced which projects, who knows who.
Permission-aware
Memory always reflects your existing access controls. People only ever see what they're authorised to see, nothing leaks across team boundaries.
Semantic recall
Ask questions in plain language and Saga finds the right memories, contextually relevant answers with sources.
Full audit trail
Every memory entry is timestamped and sourced. You always know when something was captured, where it came from and who was involved.
Editable & correctable
Memory isn't set in stone. Admins and authors can correct, enrich or remove entries, keeping the knowledge base accurate over time.

Always on, always current

Saga keeps watching as work happens. New messages, completed tasks and updated documents are captured automatically, so your memory stays current.

Real-time capture from chat, tickets, docs and more
Full backfill on first connect, years of history captured in one go
Delta sync for ongoing updates, only new or changed content is processed
Add a new source anytime, Saga backfills it and merges it into the existing memory graph
Live ingestion feed
Real-time
#engineering, "We're going with Postgres over MySQL"
Decision detected · @priya · just now
Decision
API-229 closed · Auth token refresh resolved
Status change · @alex · 5 min ago
Task
Engineering Handbook updated, Security section
Doc edit · @dan · 12 min ago
Doc

Structure from every signal

Raw messages alone aren't memory, they're noise. Saga turns the important people, work, and decisions in your company into clear profiles you can open, follow, and trust.

Shape memory around what your team actually cares about, not a fixed template
Each profile brings context together, related people, history, and open items in one place
Stays current as new conversations and updates come in
When details conflict, Saga flags them so you can keep the story accurate
AP
API Redesign
Project
Status
⬤ In Progress, 62% complete
Deadline
Jan 28 · 5 days overdue
Linked sources
23 tickets
140 messages
3 docs

A graph of how things connect

Memory isn't a flat list, it's a network. Saga builds a knowledge graph that maps every entity to everything it's related to: the conversations where it was discussed, the people who own it, the decisions that shaped it and the tasks it's waiting on.

Open a person, project, or decision and see the work connected to it
Related conversations, owners, and follow-ups stay in one place
Rebuild the story of a decision without digging through old threads
Spot who is involved and what is still open at a glance
Keep important context from getting lost as teams and chats move on
Knowledge graph, API Redesign
API Redesign
@alex
@sarah
23 Tickets
Decisions
140 msgs
1 Blocker
Chat
3 docs

Ask anything, get the right memory

Memory is only useful if you can retrieve the right thing, fast. Saga's semantic recall understands what you mean, not just what you type, and surfaces the most relevant memories with full source attribution and timestamps.

Natural language queries across your company memory
Semantic understanding, "pricing discussions" finds more than just messages containing "pricing"
Time-aware results, filter by "last 30 days", "before Q3", "since the last sprint"
Every result is sourced, click to open the original message or document
Results ranked by relevance, recency and source authority
#pricing · Dec 18
"confirming the annual discount at 20% as discussed, @cfo has signed off"
Chat · #pricing@dan88% match
Product Roadmap Doc, Jan 3
"Mobile pricing confirmed: freemium entry, $9.99 paid, enterprise custom..."
Doc@priya82% match
PROJ-88 · Pricing model rollout
"Ship freemium + $9.99 paid tier; annual discount already approved."
Ticket@sarah79% match

Memory that respects your rules

A shared memory layer is only safe if it's permission-aware. Saga mirrors your existing access controls, if someone can't read a channel or project, they can't see memories from it either. No extra configuration. No leakage.

Inherits permissions from each source, channels, projects and spaces
Every query is permission-checked at retrieval time, not just at ingestion
Executive-only content stays executive-only, even when Saga is answering general questions
Memory access
JS
Full access
MK
Eng memory
Own chats
SR
Own chats
Limited docs
DL
Product memory
Eng read

Your company's memory, built automatically

Give every person on your team one place to ask and find everything your company already knows.

Setup in 5 minutes