Knowledge Stack

Knowledge Orchestrator

Connect your business data to AI. Sync sources, orchestrate pipelines, and keep knowledge fresh for agents and retrieval.From sources → to vectors → to agents

Use cases built on trusted knowledge

KO connects structured and unstructured sources, preserves permissions, and streams clean context into ingestion and vector search.

Unified knowledge accessSearch across docs, tickets, repositories, and warehouses with source-aware results and access rules intact.

Operational intelligenceGenerate status briefs, incident summaries, and handoffs grounded in the latest syncs and change history.

Workflow automationTrigger ingestion, embedding, and re-indexing as content changes—without manual rework or drift.

Connect to the tools that run your business

GitHub

Google Drive

Dropbox

Confluence

Notion

Jira

Postgres

Snowflake

Box

Zendesk

HubSpot

Google Calendar

KO preserves permissions per connector so every user only sees what they can access.

Team-specific use cases

Select a team to see the exact sources and outputs KO orchestrates.

EngineeringKO connects GitHub, Jira, and Confluence so engineers can answer “why” with linked context, not guesswork.

GitHub

Jira

Confluence

PostgreSQL

Example Outputs

dodil/ko-pipeline

2h ago

Fix: cache invalidation race in vector ingest

c4a1f8b3 files+142 −28

A. Rahman

dodil/ko-pipeline

Yesterday

Refactor: replay queue with backfill guardrails

1a92d7e6 files+318 −96

L. Santos

dodil/ko-core

2d ago

Chore: add schema drift alerting

8b2c3aa2 files+54 −9

N. Okafor

Why knowledge became the default

The modern enterprise is a web of documents, tickets, dashboards, and conversations. When knowledge lives in silos, every decision becomes a scavenger hunt. KO changes that by synchronizing sources into a single, permission-aware layer that agents can trust.Like vector search unlocked retrieval at scale, knowledge orchestration unlocks action at scale — by keeping context fresh, structured, and ready for retrieval the moment it’s needed.

Source → Sync → Store → Search

KO orchestrates the entire flow from connection to retrieval.

ConnectSources & APIs

IngestParse & chunk

StoreVector index

AccessAgents & apps

Connect to anything

Native connectors for the tools you already use.

Code & Collaboration

GitHubGitLabBitbucketConfluenceNotionLinear

Databases

PostgreSQLMongoDBMySQLSnowflakeBigQueryClickHouse

Storage & Files

S3GCSAzure BlobGoogle DriveSharePointDropbox

Analytics & Events

SegmentMixpanelAmplitudeRudderStackKafkaKinesis