AI-readiness starts with data readiness.

Custom-built for your stack, not the market.

Data Ingestion

Pre-built connectors for databases, warehouses, SaaS tools, and streams.

Data Transformation

Entity resolution across sources without replacing your stack.

account
size
Website
companies
name
domain
dim_customer
full_name
segment
Intergalactic Data Labs Company
Properties
Industry Data Services
Employees 1-10
Domain getgalaxy.io
Sources · 3
account
companies
dim_customer

Data Modeling

Entity relationships become queryable instead of tribal knowledge.

AI Agents

Ask questions over your data in plain language and get cited results instantly.

Which accounts are at risk of churn this quarter?

Found 12 accounts at risk. Top: Meridian Labs — pipeline down 34% in 90 days.

Ask anything about your data…

MCP

Connect Galaxy to your AI tools via MCP.

API

REST API endpoints with shared governance.

Response 200 OK
{
  "id": "galaxy",
  "type": "Company",
  "name": "Galaxy",
  "domain": "getgalaxy.io",
  "industry": "Data infrastructure",
  "employees": 12,
  "headquarters": "New York, NY",
  "connections": [
    { "type": "Person",  "count": 5 },
    { "type": "Product", "count": 3 },
    { "type": "Project", "count": 4 }
  ],
  "provenance": {
    "confidence": 0.98,
    "sources": ["crunchbase", "linkedin", "salesforce"]
  }
}
GET /v1/entities/company/galaxy

RBAC

Roles and tags define who can see what across your organization.

Name Description Members Tags
Admin Full read and write access across all entities, sources, policies, and workspace settings. 3
pii financial phi confidential internal public
Data Engineer Builds and maintains the data plane. Reads PII as masked, full access to internal data and pipelines. 4
pii financial confidential internal public
Analyst Queries warehouse data through workbooks. Reads financial and internal data, PII is masked. 12
pii financial internal public
Viewer Read-only on internal and public content. No access to sensitive tags. 22
internal public
External Scoped access for partners and customers. Limited to public content. 5
public
Service account Programmatic access for ingestion and sync jobs. 1
pii financial internal public

Audit

Every query, access and policy decision is captured for compliance and debugging.

Context graph queried 32s ago

Mitchell Bregman · Explored linked objects · 412 returned in 84ms

New data ingested 2m ago

HubSpot contacts sync · 1,204 rows added

Entity match approved 5m ago

Leon Kozlowski · Linked Meridian Labs to Galaxy

PII masked for analyst 9m ago

Sydney Bednar · Customer email hidden per policy

Slow query detected 12m ago

Account lookup took 612ms over GraphQL

Custom solutions

Bespoke integrations, migrations, and data products tailored to your needs.

Get in touch