Define the slice
Filter by industry, geography, size, filing activity, or equipment before delivery rather than after.
Use Case: Bulk Data Delivery
Take delivery of the whole dataset, not one record at a time.
Load targeted company, contact, UCC filing, and equipment ownership data into your warehouse, scoring model, or product — as scheduled files or through the API.
Some workloads should never be a per-record lookup.
Backfilling a warehouse, training a model, or powering a product feature does not fit a synchronous API call. Bulk delivery hands over a defined slice of the dataset on a schedule you set, already resolved to one company entity, so the receiving system is not left doing vendor deduplication before it can do anything useful. Learn how to run a bulk enrichment workflow and analyze UCC results at scale.
How It Works
The steps this workflow actually takes.
Land it where it goes
File delivery for warehouse loads, or the REST API for systems that prefer to pull.
Keep it current
One-off extracts for a backfill, or recurring delivery for a dataset that has to stay fresh.
Arrive deduplicated
Records resolve to a single company entity upstream, so joins do not become a cleanup project.
Where It Applies
Common variations on this workflow.
Warehouse backfill
Load a historical slice for analytics and model training.
Scoring models
Feed internal risk or propensity models with consistent inputs.
Product features
Power a lookup or insight feature inside your own SaaS product.
Recurring refresh
Replace or append on a schedule so downstream systems stay current.
Common Questions
Bulk Data Delivery questions, answered.
What is bulk data delivery?
Taking delivery of a defined slice of a dataset as files, rather than querying record by record. It is the normal path for warehouse loads, model training, and product features that need the data resident in your own systems. See API and bulk data.
When should I use bulk delivery instead of the API?
Use the API for synchronous lookups where you need one record now. Use bulk when the workload is volume: backfilling history, refreshing a warehouse table, or feeding a model. Many teams use both.
What data is available in bulk?
Company records, contacts, UCC filings, equipment ownership, Google review and BBB signals — scoped to the segment you define rather than delivered wholesale.
Can deliveries be scheduled?
Yes. Bulk delivery supports one-off extracts and recurring schedules, so a dataset that has to stay current can be replaced or appended without a manual request each time.
Are bulk records deduplicated before delivery?
Yes. Records resolve to a single company entity upstream, so the same business does not arrive as several rows under name and address variants.
Can AI agents access the same data?
Yes. Alongside bulk files and the REST API, LeadX publishes an authenticated MCP server so assistants can query under your account’s own permissions, rate limits, and credit charges.