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Landing Zone

Unified data onboarding
A better way to work with external data.

Leading data product teams build with Bobsled: ZoomInfo, Deutsche Börse Group, LSEG, Dun & Bradstreet, GlobalData, Lightcast, CARTO, Cotality, Facteus, MediaRadar, Babel Street, Uniphore, LinkUp, Aampe.

An agentic approach to data onboarding

Onboard external data in minutes. Connect a source once, and agents check every delivery on arrival and map it to your schema, with anything uncertain flagged for your engineers.

Access data from any source

Providers share data through the Bobsled Sharing Network. You get modeled data, ready for analytics. All with nearly zero integration work.

Detect and resolve anomalies, instantly

Agents check every delivery on arrival, fix what they can, and flag the rest for your team.

Map every source to your model, automatically

Columns matched, formats converted, entities resolved, and docs turned into context. Anything uncertain goes to your engineers first.

Infrastructure for external data. Faster integration, less toil, more insights.

External providers
  • Vendor 07Job postings · S3
  • Vendor 12Firmographics · Snowflake
  • Customer 21Orders · Databricks
  • Partner 03Shipments · SFTP
  • SaaS 02Usage events · API
  • Vendor 31Foot traffic · BigQuery
Bobsled Sharing Network
Landing Zone

IngestExactly as delivered

Raw landing

A schema per source, synced with every delivery

ValidateQuality control on every delivery

  • Schema driftTypes, keys, columns
  • Anomaly detectionNulls, counts, ranges
  • Context gapsFields match the docs

IntegrateMapped to your model

  • Schema matching
  • Transformation
  • Entity resolution
  • Semantic layer
Your platform
Your warehouse

Snowflake, Databricks, or BigQuery

Modeled, ready for analytics

Zero ETL ingestion
from any source

Agent-powered, human-reviewed transformation

Verified, semantically rich data

  • Zero ETL ingestion
    from any source

  • Agent-powered, human-reviewed transformation

  • Verified, semantically rich data

External providersAny source
  • Vendor 07Job postings · S3
  • Vendor 12Firmographics · Snowflake
  • Customer 21Orders · Databricks
  • Partner 03Shipments · SFTP
  • SaaS 02Usage events · API
  • Vendor 31Foot traffic · BigQuery

Bobsled Sharing Network

Landing Zone
Ingest

Exactly as delivered. A schema per source, synced with every delivery.

Validate

Quality control on every delivery: schema drift, anomaly detection, and context gaps.

Integrate

Mapped to your model: schema matching, transformation, entity resolution, and a semantic layer.

Your platformReady for analytics
  • Your warehouseModeled data in Snowflake, Databricks, or BigQuery

Works across the data estate. Data from vendors, partners and more.

Data vendors

Datasets from your data vendors land checked and mapped to your model, so research and AI teams can use them the day they arrive.

Supply chain

EDI, portal and SFTP files from suppliers, 3PLs and retailers are checked on arrival and mapped to your suppliers, items and sites.

Internal teams

Exports from other business units, regions, and acquired companies land in one place, checked and mapped to the same model as everything else.

Trusted by the world’s leading data product teams. From financial services to property intelligence and more.

More customer stories
“Our sales team could not run without Bobsled. We can now do more with our data in an afternoon than we used to do in a quarter, and it’s showing up in the pipeline.”
Matt TrockeHead of Product, GlobalData
“Bobsled has been an amazing partner for our AI and interoperability strategy. They've driven real wins for us as a business.”
Scott MorrisonDirector, Data-as-a-Service, ZoomInfo
Read more
Cotality
LinkUp