Enterprise Services

Custom Scraping & Data Pipelines

Don't see the dataset you need? Our engineers will build, deploy, and maintain a bespoke extraction pipeline targeting your specific data sources.

We Solve the Hard Problems

Building a scraper is easy. Maintaining a high-concurrency, distributed crawler network that bypasses modern bot-protection (Cloudflare, Datadome, PerimeterX) and structures messy HTML into clean, typed data models is a full-time engineering problem.

We leverage advanced Python async concurrency, proprietary residential proxy rotations, AI-driven DOM parsing, and automated regression testing to deliver data your engineers can trust — on a managed SLA.

Request a Technical Scoping Call

Our Managed Pipeline Process

  • 1. Discovery & Legal Scoping

    We analyze target endpoints and verify extraction complies with our strict ethical and legal frameworks before a single line of code is written.

  • 2. Development & Hardening

    We engineer extraction logic, solve bot-protection layers, and map unstructured data to your required schema with full test coverage.

  • 3. Delivery & QA Integration

    Data is delivered via your preferred method (S3, API, Snowflake). Schema validation runs on every batch before delivery confirmation.

  • 4. Ongoing SLA Maintenance

    Our SLA guarantees automated detection and repair within 24 hours if the target website changes its DOM structure, blocking pattern, or schema.

72hr
DOM Change SLA

Automatic pipeline repair within 72 hours of target site changes

99%+
Data Completeness

Automated coverage monitoring with alerting on field-level completeness drops

Any Source
Target Capability

JavaScript-heavy SPAs, authenticated portals, and API-gated sources supported