Memory for your organization

Every decision your team makes leaves a trail. Now you can follow it.

The Problem

Your Confluence is a graveyard.

$31.5B

Lost annually to knowledge silos at Fortune 500 companies

44%

Of meeting action items never get completed

67%

Of IT leaders fear knowledge loss from employee turnover

How It Works

Three steps. Zero busywork.

1

Connect

Slack, Jira, Confluence, Meetings

One click. Your tools feed into one living memory. No migration, no setup wizard.

2

Extract

Decisions, claims, action items

AI captures organizational knowledge automatically. Zero input from your team. Ever.

3

Remember

Query, time travel, evolve

Ask your org anything. See how decisions evolved. Know who knows what.

Capabilities

Intelligence, not search.

Decision Timeline

Every decision, who made it, when it changed, and why. Full provenance chain from meeting transcript to Jira ticket.

Time Travel

Query what your organization knew at any past date. Reconstruct context. Understand why decisions made sense at the time.

Bus Factor

Know who holds critical knowledge before they leave. Surface single points of failure across teams, projects, and systems.

Contradiction Radar

Detect when teams believe conflicting things. Surface misalignments before they become production incidents.

Built for Enterprise

Proven at scale. Built by researchers.

Built by Dr. Mehrdad Shirangi, Stanford PhD — optimization and applied AI

Tested at Cisco on a 12-person engineering team for 18 months

Connects to tools you already use — no new habits required

Integrations
Slack
Jira
Confluence
GitHub
Webex
Zoom
Early Access

Get in before the waitlist.

We're onboarding a limited number of engineering teams. Spots are first-come, first-served.

We never store your data without consent. No spam, ever.

You're on the list.

We'll reach out within 48 hours to schedule your onboarding.