Validation Sprint
From $100
Best for a fast proof of capability, one-source extraction, sample dataset creation, or a small custom validation before a larger engagement.
Focused source scope
Sample structured output
Fast turnaround
Pricing
Commercial models for custom web scraping, data pipelines, and enterprise delivery.
Engagements can start with a tightly scoped $100 validation and scale into recurring managed pipelines, custom dashboards, and broader data product delivery.
Commercial posture
NDA-friendly engagements for sensitive initiatives.
Scoping built around refresh cadence, source complexity, and delivery format.
Professional delivery language for procurement, operations, and internal stakeholders.
Discuss Validation Sprint
Managed Pipeline
RecommendedFrom $1,500/mo
For recurring delivery, monitored scraping jobs, schema management, and operational support for teams that need dependable public web data every week.
Recurring collection
QA and normalization
Delivery into your stack
Data Product
Custom quote
For companies that need internal dashboards, alerts, customer-facing reporting, multi-source aggregation, and service expectations aligned to business workflows.
Custom dashboards
Workflow integration
Enterprise service model
How buyers usually start
Most teams begin with a scoped source, a clear schema, and a delivery target.
That approach keeps procurement simple, reduces internal risk, and creates a clean path into larger recurring delivery once the workflow has been validated.
Does every project require a monthly contract?
No. Some teams start with a one-time validation or a small source-specific engagement before moving into a managed recurring pipeline.
Can you deliver more than raw exports?
Yes. We can deliver normalized datasets, dashboard views, alerts, APIs, warehouse-ready files, and custom reporting interfaces.
Do you support enterprise working models?
Yes. We structure engagements for professional communication, NDA workflows, defined scope, and operational support expectations.