Automated Engine

Transformation without the headaches

You supply the raw data via our connectors. We handle the deduplication, incremental loading, and star-schema modelling. Our transformation engine automates the top consulting practices developed by our founders over years of delivering complex finance and operations projects — straight into your transformation layers.

json_sfdc...
raw_hub...
stripe_in...
Pillar Engine
Analytics Engine
DIM_CUSTOMER
FACT_REVENUE
Included with every workspace

Your data lake, included.

Every workspace boots with an auto-provisioned integrated SQL data lake. It's encrypted at rest, isolated per tenant, and bundled in your subscription — one invoice, no Snowflake contract required. When you're ready to scale, bring your own Snowflake, Databricks, BigQuery, or Microsoft Fabric and we'll transparently target it instead.

  • Auto-provisioned
  • Zero config
  • Encrypted at rest
  • Isolated per tenant
  • One invoice
Integrated SQL Data Lake Integrated SQL Data Lake
raw_sfdc_accounts
DIM_CUSTOMER
raw_hubspot_deals
FACT_REVENUE
raw_quickbooks_inv
FACT_INVOICE
raw → pristine

Runs on the engines you trust.

The transformation engine adapts to each dialect automatically. Write once, run on any supported warehouse — without touching a line of SQL.

Integrated SQL Data Lake
Integrated SQL Data Lake
Included
Snowflake
Snowflake
Bring your own
Databricks
Databricks
Bring your own
BigQuery
BigQuery
Bring your own
Microsoft Fabric
Microsoft Fabric
Bring your own

Total Transparency & Control

Access our Data Hub to visualize your pipelines, ensure pristine quality, and manually intervene exactly when your business requires it.

Data Coverage

Gain complete visibility into how your connected sources map to our standard analytics models. Our gap analysis precisely identifies which business domains are fulfilled and which models still need source connections.

Automated Quality

Every pipeline is covered by an automatically generated test suite. We score completeness, uniqueness, validity, freshness, and referential integrity — down to the column level.

Interactive Lineage

Trace the journey of your data visually. Our interactive flow maps chart the transit of data through staging, intermediate processing, all the way to final gold-standard consumption layers.

Manual Import

Need to bring in historical exports, budget spreadsheets, or offline targets? Securely inject ad-hoc CSV and Excel data straight into the structured pipelines.

Field Overrides

While mapping is automated, you retain ultimate control. Transparently view and override how specific source fields route into the final analytics dimensions.

Ready to stop building pipelines?

Deploy Pillar in less than 24 hours.