// Knowledge & Memory

Persistent context for every mission, agent, and team.

Give teams a living organizational brain that captures, structures, and retrieves the right context with provenance.

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Semantic and accurate
Find the right knowledge
Always up to date
Continuous capture
Trusted and traceable
Provenance by default
Reused and retained
Learning that compounds
// Capabilities built for intelligence

Context that compounds across every team.

Knowledge & Memory connects documents, decisions, code, tickets, releases, and conversations into retrievable context.

Semantic search

Find relevant information, not just keyword matches.

Episodic memory

Preserve the full context of events and outcomes.

Team memory

Share knowledge while respecting boundaries and roles.

Provenance and trust

Show sources, lineage, and confidence for every answer.

Context compiler

Assemble the right context from many sources.

Policy-aware retrieval

Enforce permissions and retention at every step.

// The knowledge lifecycle

Capture, structure, index, retrieve, apply, learn.

The memory lifecycle keeps organizational knowledge useful and safe.

01 · Capture

Ingest knowledge from systems.

02 · Structure

Extract and organise metadata.

03 · Index

Embed into graph and vector stores.

04 · Retrieve

Find the right context.

05 · Apply

Deliver context in real time.

06 · Learn

Capture outcomes and improve.

// Knowledge in action

Search and memory activity.

See sources, search results, capture events, and knowledge updates as the memory layer evolves.

Search and memory activity.
Live
Sources
6 connected
Documents
124k indexed
Best match
98% confidence
Gaps
12 detected

Knowledge sources

table
SourceItemsFreshnessStatus
Product docs 124,532 2m Healthy
Engineering chats 87,421 4m Healthy
Architecture specs 42,731 6m Healthy
Support tickets 63,889 8m Healthy

Memory activity

activity
2m

Ingested 23 documents

Complete

Product documentation refreshed.

4m

Captured conversation

Complete

Decision and rationale stored.

6m

Extracted 156 entities

Complete

Services, APIs, errors, and owners.

Search confidence

chart

Context precision improving across product and engineering sources.

// Supported source types

Connect the knowledge your teams already use.

Knowledge sources stay useful through continuous capture, retrieval, and governance.

Documentation

Wikis, docs, guides, runbooks, playbooks.

Tickets and issues

Jira, Linear, ServiceNow, GitHub.

Code and repos

Repositories, diffs, releases, comments.

Meetings and chats

Transcripts, conversations, decisions.

Releases and changes

Changelogs, incidents, deploys.

Decisions and plans

ADRs, roadmaps, OKRs, RFCs.

Turn knowledge into a force multiplier.

Build on what your team already knows with context that compounds.

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