Your team's decisions
deserve to be remembered.
Cortex extracts organizational knowledge from your daily work — chat updates, meetings, PRDs, blockers — and builds a living knowledge graph your whole team can query. No extra process. No new rituals.
Used by teams spending 4+ hours a week re-discovering past decisions.
You're not losing code. You're losing context.
The tools you use remember what was built. Cortex remembers why.
"Why was this built this way?"
Every sprint ends, engineers move on, and the reasoning behind decisions lives only in Slack threads and the memory of the person who wrote the ticket — if they're still around.
"Which team owns this system?"
New hires spend weeks reverse-engineering relationships between teams, domains, and systems that senior engineers know by instinct. That knowledge is nowhere structured.
"We already discussed this."
Action items from planning meetings live in notes no one revisits. Two weeks later, the same question comes up again in standup.
A memory layer that builds itself.
Cortex runs alongside your existing tools. As your team sends chat updates, imports sprint plans, uploads PRDs, and records meetings, it continuously extracts and organizes durable knowledge — automatically.
Works from what you already do
Chat updates, DOCX sprint plans, PDFs, and meeting recordings. Cortex ingests from the channels your team already uses — no new forms to fill out.
Structured, queryable, connected
Knowledge is classified, deduplicated, and linked into a live graph. Rules, constraints, capabilities, team ownership, dependencies — every node traceable back to the conversation that created it.
Ask in plain language
Chat the question. The engine searches across tasks, FAQs, knowledge events, and meeting summaries — surfacing the answer with its source.
Four memory systems. One coherent picture.
Organizational Knowledge Base
Every rule, constraint, and capability — extracted from natural conversation.
As your team discusses sprint work, Cortex listens for durable knowledge: team constraints, architectural rules, dependency boundaries, risk signals. It ignores the transient and captures the reusable.
- ✓Types: constraints, capabilities, dependencies, risks, process rules
- ✓Scopes: team · system · process · project
- ✓Semantic similarity links via vector embeddings
- ✓Manual override with /force-kb: when you need authority
- ✓Version-chained — see when a rule changed and what replaced it
Entity Relationship Graph
A live map of who owns what.
Cortex maintains a canonical entity store — every team, system, domain, person, process, and constraint your work touches. Each entity is extracted, normalized, deduplicated by name similarity, and connected via typed relationships.
- ✓7 entity types · 8 relation types
- ✓Alias merging: "Payments" and "Payments Team" → same node
- ✓Hierarchy resolution: parent/child chains built automatically
- ✓Full provenance: every node traceable to its source conversation
Unified Cross-Source Graph
Tasks, decisions, meetings, and docs. One graph.
The unified graph pulls from all five stores simultaneously — KB facts, sprint tasks, task history, FAQs, and meeting summaries — and builds semantic edges between them based on meaning, not just metadata.
- ✓5 source types: KB facts, tasks, task events, FAQs, meetings
- ✓Semantic edges: cosine similarity over independent embeddings
- ✓Structural edges: task_event → task (owns)
- ✓Updates on every chat message via background synthesis
Task Memory & Digests
Every task remembers its full story.
Each task accumulates an append-only event log from the moment it is first mentioned. Cortex condenses that log into a rolling digest — a short LLM narrative of the task's life so far.
- ✓Event log: deduped by content hash — no noise from repeated updates
- ✓Digest: rebuilt only when new events arrive (cost-efficient)
- ✓Timeline query: works in plain chat
- ✓Backfill: retroactively reconstruct history from existing logs
Up and running in one sprint.
No migration. No workflow changes. Cortex layers over your existing rhythm.
Import your plan
Paste your sprint plan or drop a DOCX. Cortex parses the task table, initializes state, and immediately syncs task definitions into the knowledge base. No migration, no data mapping.
Chat your updates
Update tasks the same way you'd tell a teammate. "Billing integration is blocked — Stripe needs a new webhook config before we can proceed." Cortex identifies the task, updates its status, extracts the constraint, and logs everything.
Query anything
"Which tasks are at risk this week?" "What does the auth team own?" "Show me the history of the mobile push notification task." Plain language. Instant answers with full provenance.
Your knowledge, understood by every AI.
Cortex exports clean, structured context — paste it straight into any system prompt or use our native integrations with the models and tools your team already relies on.
Simple pricing. Scales with your team.
Starter
For small teams getting their sprint rhythm right.
- ✓Up to 5 users
- ✓1 active sprint
- ✓Chat updates & task tracking
- ✓Daily logs & status tables
- ✓Gantt view
- ✓Overall KB (up to 500 events)
- ✓Task history
- ✓Meeting transcription
Team
For teams where institutional knowledge is a competitive edge.
- ✓Up to 25 users
- ✓Unlimited sprints
- ✓Everything in Starter
- ✓Entity-relationship graph
- ✓Unified cross-source graph
- ✓PRD ingest (up to 20 PDFs)
- ✓Sprint report generator
- ✓FAQ system
Scale
For orgs where knowledge loss is a documented cost.
- ✓Unlimited users
- ✓Unlimited sprints
- ✓Everything in Team
- ✓Semantic threshold tuning
- ✓API access
- ✓Priority support + onboarding
- ✓SSO (SAML)
- ✓Graph refinement controls
All plans include a 14-day free trial. No credit card required. Your data stays in your cloud tenancy — we don't train on your sprint content.