Enriched public data, live in your warehouse this week.

Verified demographic, financial and geospatial datasets — cleaned, versioned, refreshed daily. Delivered as Delta tables by API, S3, Delta Sharing or straight into Databricks, Snowflake and BigQuery.

REST + DELTA SHARING + SNOWFLAKE SHARE · DAILY REFRESH · SCHEMA-VERSIONED

A faceted purple polyhedron rendered in three dimensions

// DATASETS OR ENGINEERING — OR BOTH

Most clients start with a dataset and end up asking us to build the pipeline around it. Both are the same team.

BUY A DATASET

Six ready-made datasets, schema-versioned and refreshed on a published cadence. Sample payload in two business days.

COMMISSION A CUSTOM BUILD

Custom web scraping and data acquisition from any public source, built to your schema and maintained by us.

HIRE THE PIPELINE TEAM

ETL and data pipeline engineering — new builds, migrations, and rescuing pipelines that have stopped being trustworthy.

// DELTA TABLE CATALOG

Social / Profiles

DAILY REFRESH · 50M+ ROWS

Comprehensive public profile information, bios, and follower counts ready for ingestion.

Geospatial / Places

WEEKLY REFRESH · 10M+ ROWS

Structured local business data, aggregated reviews, and global coordinates.

E-Commerce / Pricing

HOURLY REFRESH · 100M+ ROWS

Real-time product pricing, competitor monitoring, and review sentiment.

Real Estate / Property Records

DAILY REFRESH · 20M+ ROWS

Property valuations, listing histories, and local neighborhood market trends.

B2B / Firmographics

MONTHLY REFRESH · 200M+ ROWS

Professional histories, company firmographics, and headcount growth signals.

Financials / SEC

REAL-TIME · STREAMING

Parsed 10-K/10-Q filings, insider trading signals, and institutional ownership.

// PICK, CONNECT, QUERY.

[1] PICK

Select your dataset from the catalog. Define your schema requirements and filtering rules.

[2] CONNECT

Authorize a secure connection to your S3 bucket, Snowflake instance, or BigQuery project.

[3] QUERY

Data arrives fully structured and typed. Skip the ETL and start writing SQL immediately.

// ETL ACCELERATION & CUSTOM DATA ENGINEERING

Pipeline Acceleration

Slow loads, silent failures, and transforms nobody wants to touch. We rebuild ingestion and transformation for scale, then monitor it so a failure arrives as an alert rather than a gap you find later.

Current Data

Custom Engineering

Need a dataset that does not exist yet, or a source nobody has wired up? We collect it from any public source, built to your schema and maintained as an ongoing feed rather than a one-off extract.

Canvass Protocol

// BUILT ON DELTA

DELTA-NATIVE

Built and stored as Delta Lake tables — ACID transactions, schema enforcement, time travel to any prior version.

OPEN SHARING

Delivered over Delta Sharing. Read from Databricks, Spark, pandas, Power BI or DuckDB — no Databricks account required.

GOVERNED

Registered in Unity Catalog with column-level lineage and audit logging.

// REQUEST A SAMPLE

Tell us the source, the fields, and the cadence you need. We will send a sample payload within two business days.