Enterprise

Make your org
addressable.

Your repos, tickets, docs, and institutional knowledge — linked, permissioned, and queryable by humans and AI. With citations and audit trails for every access.

The problem

Your organization has all the answers. They're just scattered across systems that don't talk to each other.

Onboarding

New engineers lost for weeks. "Read the wiki" doesn't work when the wiki is a graveyard.

2-4 weeks per hire

Incidents

"Who touched this last?" becomes archaeology. Timelines pieced together from five systems.

30-60 min per incident

Knowledge Loss

People leave. Knowledge leaves with them. The docs they wrote are already stale.

2-3 people per quarter

AI Blocked

Security says no. Shadow AI everywhere. No safe way to use AI with internal context.

Competitive disadvantage
The Solution

A context plane is the missing layer.

Not a new wiki. Not a chatbot. Infrastructure that connects your systems into queryable organizational reality.

What you get

  • Service catalog — owners, repos, runbooks, dependencies
  • Unified search — repos + tickets + docs + incidents
  • Linking — ticket ↔ PR ↔ deploy ↔ incident
  • Killer queries — answered with citations, not vibes
  • AI tooling — permissioned, logged, safe
  • Receipts — audit trail for every access

How it works

  • Records — every entity gets a stable ID
  • Links — typed relationships between records
  • Views — permissioned projections per role
  • Tools — scoped, audited actions
  • Sync — auto-updates from your systems
  • Policies — declarative access rules

Two planes, one standard

Start with engineering. Expand to the whole org.

What changes

Days
Not weeks

Onboarding time

Seconds
Not hours

Incident timeline

Permanent
Not tribal

Knowledge retention

Safe
Not blocked

AI enablement

How we work

01

Discovery

5 days. We map your systems, define success metrics, identify your killer queries. Clear scope, no surprises.

$7,500 (credited toward sprint)
02

Sprint

2-4 weeks. We build your context plane: connectors, catalog, search, linking, killer queries, receipts.

$25k-75k depending on scope
03

Handoff

Docs, training, roadmap. Your team can maintain and extend. No permanent dependency.

Included
04

Support (optional)

Ongoing retainer for new integrations, query support, and architecture advisory.

$5-15k/mo

Enterprise security

Context planes are designed for regulated, security-conscious organizations.

Your Environment

Runs in your infrastructure if required

Least Privilege

Read-only access where possible

Role-Based Views

Different roles see different projections

Receipts

Every read and action is logged

No Training

Your data never leaves your control

Audit Ready

Compliance-ready logging out of the box

Ready to make your org addressable?

Start with a 30-minute discovery call. Understand your context chaos and see if a context plane is the right solution.