SYSTEMS / BRIDGE

Bridge

Plug in your existing tools. Skip the migration project.

02 / THE SHIFT

From migration project to plug-in.

Most enterprise AI projects die in the data layer. Twelve months of consultants, ETL pipelines, and a brittle migration that breaks the moment a source system updates. Bridge skips all of it. Connect your existing tools — Slack, Gmail, Notion, HubSpot, GitHub, Drive, your custom systems — and ingestion starts immediately. Cognee handles the semantic pipeline behind the scenes. Your tools keep running. Your knowledge starts compounding. No big-bang cutover.

03 / IN USE

Connectors in, structured data out.

Existing tools stay where they are. Bridge ingests continuously into Brain and Ontology.

BRIDGE // CONNECTORS
40+ AVAILABLE
SLACK
LIVE
MESSAGING84,217 records
TEAMS
LIVE
MESSAGING12,408 records
GMAIL
LIVE
EMAIL47,109 records
OUTLOOK
SYNCING
EMAIL31,887 records
NOTION
LIVE
DOCS8,142 records
DRIVE
LIVE
DOCS23,571 records
HUBSPOT
LIVE
CRM1,408 records
SALESFORCE
IDLE
CRM3,217 records
GITHUB
LIVE
CODE5,891 records
LINEAR
LIVE
PM2,304 records
JIRA
SYNCING
PM9,422 records
DROPBOX
LIVE
STORAGE14,809 records
CONTINUOUS · NO MIGRATIONPROVENANCE ON EVERY ROW
04 / PILLARS

Three pillars.

Skip the migration

Your existing tools keep running. Bridge ingests in the background, continuously, without ripping out your stack. No multi-quarter migration project, no frozen roadmap, no risk to live operations.

Provenance on every row

Every fact carries its source: which connector, which record, which timestamp. When agents reason over the data, you can always trace back to the original. No hallucinations, no orphaned facts.

Continuous, not one-shot

Bridge keeps syncing. New emails, new tickets, new docs flow in automatically. Brain stays current. Ontology stays accurate. The system that was true yesterday is still true today.

05 / DETAILS

Under the hood.

Connectors, sync state, provenance, replay.

BRIDGE // INGEST STREAM
CONTINUOUS
LIVE EVENTS · LAST 60s4.2k events/s
    BRAIN · ONTOLOGY · UPDATEDPROVENANCE PRESERVED
    06 / FIT

    Who is it for?

    For you if:

    Your data lives across a dozen tools you actually use, and the idea of a six-month migration project to centralize it makes you shudder. You want AI on top of what is already running.

    Not for you if:

    You are starting greenfield with a clean SaaS stack and one source of truth. Bridge pays off when the existing systems are entrenched and you cannot afford to disrupt them.

    07 / DIRECTION

    No more migrations.

    The era of multi-year data migration projects is over. Bridge turns ingestion into a plug-in. Your existing tools become AI-ready without leaving your stack, and stay current as the business evolves.

    CONTINUOUS INGESTION · COGNEE-POWERED · LIVE