Services

Scraping, pipelines, and clean data — scoped and delivered in about two weeks.

Web scraping

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We build scrapers for sites that are awkward on purpose — social platforms, gated catalogs, and stacks with serious bot protection. Jobs scale cleanly and keep running after the first delivery.

Typical deliverables

  • JSON API with your fields
  • Scheduled daily or weekly runs
  • CSV or webhook delivery
  • Workspace to track status and keys

Data transformation

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Unstructured doesn't stay that way. We parse HTML, PDFs, images, and mixed documents into fields you can query — including OCR when the source is a scan.

Typical deliverables

  • Typed columns and clean schemas
  • OCR for scans and PDFs
  • Normalization and deduplication
  • Export to warehouse-ready formats

ETL pipelines

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Scraped data isn't useful stuck in a download folder. We wire acquisition through transform and into storage so analytics and ML can consume it without babysitting.

Typical deliverables

  • Ingestion into Postgres, S3, or GCS
  • Change detection and delta feeds
  • Monitoring and failure alerts
  • Documentation for your data team

Not sure which service fits?

Tell us the source and what you need extracted — we'll reply with a plan and timeline.

Request a consultation