Data Connectors
Bring operational data into your lakehouse with connectors designed for reliability: secure credentials, incremental sync, and repeatable runs that don’t create duplicates.
Salesforce
Bi-directional sync patterns designed for Bulk API workflows, incremental pulls, and safe retries.
Shopify
Orders, customers, products, and payments into your lakehouse with schema evolution handling.
REST API
A generic connector pattern for OAuth2, API keys, and Basic auth with pagination and rate limiting.
Web Scraper
Headless extraction for legacy portals where APIs don’t exist — structured output into Bronze/Silver layers.
Credential isolation
Store secrets per-tenant and keep auth material out of code and logs. Rotate without redeploys.
Incremental + idempotent
Incremental loads and upsert patterns reduce cost and keep pipelines safe to retry.
Tenant-safe execution
Connectors run with tenant context so data lands in the right datasets and metadata tables.
From raw to analytics-ready
Connectors land raw data into the Bronze layer, curated transformations build your Silver layer, and Gold models power dashboards, CRM views, and the AI assistant — all in a tenant-safe design.