Data Acquisition and Structured ETL

Targeted scraping and structured database creation for research and compliance workloads, with audit trails and rate-limit hygiene.

Overview

JackTheScraper provides targeted web scraping, data acquisition and structured database creation. Our solutions deliver reliable, compliant and scalable data feeds that support research, compliance monitoring and operational decision-making.

Core capabilities

• Targeted scraping - Focused extraction from e-commerce, regulatory and industry sources; HTML, API and JSON pipelines.
• ETL and normalisation - De-duplication, categorisation and metadata capture for traceability into SQL databases.
• Structured databases - Custom schemas, relational integrity, audit logs; multi-tenant or single-tenant setups.
• Audit trails and compliance - Timestamped imports, provenance, GDPR-aware processing, and configurable retention rules.
• Rate-limit hygiene - Rotating proxies, adaptive throttling, and robots.txt respect where applicable.

Example workloads

• Product safety monitoring
• Compliance research
• Market intelligence
• Scientific data collection

Delivery options

• Managed service - We operate the pipelines and deliver datasets or API feeds.
• On-prem / self-hosted - Deploy in your environment with training and documentation.
• Hybrid - You manage the analysis while we handle data acquisition.

Why JackTheScraper

Built for regulatory and compliance use cases with auditability first. Lean and modular, ready to integrate with PHP, Python and SQL back ends, and proven on real product safety projects.