AI enriched public data, live in your warehouse this week.

Verified demographic, financial and geospatial datasets — cleaned, versioned, and enriched with attributes the source never carried. Delivered as Delta tables by API, S3, Delta Sharing or straight into Databricks, Snowflake and BigQuery.

REST + DELTA SHARING + SNOWFLAKE SHARE · 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 maintained. 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

50M+ ROWS

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

Geospatial / Places

10M+ ROWS

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

E-Commerce / Pricing

100M+ ROWS

Product pricing, competitor monitoring, and review sentiment.

Real Estate / Property Records

20M+ ROWS

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

B2B / Firmographics

200M+ ROWS

Professional histories, company firmographics, and headcount growth signals.

Financials / SEC

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, AI ENRICHMENT & 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

AI Enrichment

Attributes your records never carried, added by inference, and sources with no shared key joined into one record. Current AI runs inside the pipeline, so it happens before anything lands in your warehouse.

Current AI

// 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.