Automated Web Harvesting & ETL Feeds
Data Extraction & Web Scraping Pipelines
Turn the open web, public registries, and unstructured PDFs into high-fidelity structured databases. Automated Python & Playwright scrapers, intelligent OCR pipelines, proxy rotation, and resilient ETL ingestion feeds straight into PostgreSQL, BigQuery, and Power BI dashboards.
99.8%
Data extraction success rate with automated retry mechanisms and proxy rotation
Multi-Modal OCR
Parsing complex multi-page PDF gazettes, scanned deeds, and financial ledgers
Full-Shift
100% Local timezone alignment across Americas, UK/EU, MEA, and APAC
100% Day-1 IP
You own all scraper code, schemas, and harvested data outright
Automated Ingestion Stack
Industrial-Grade Scraping & Parsing Capabilities
We engineer resilient extraction pipelines that withstand layout changes, bot defenses, and massive data volumes.
Headless Playwright & Python Workers
High-speed asynchronous scraping using Python (Scrapy, AsyncIO, aiohttp) and headless Playwright. Render JavaScript-heavy single-page applications (React, Angular, Vue) with full DOM evaluation.
Residential Proxy & Anti-Bot Bypassing
Automated IP pool cycling through premium residential gateways. TLS fingerprint impersonation, browser header randomization, and CAPTCHA handling to operate seamlessly under Cloudflare/Akamai.
PDF & Document OCR Parsing Pipelines
Extracting unstructured legal filings, land registry gazettes, court orders, and scanned invoices using AWS Textract, Tesseract, and vision LLMs. Rebuilding multi-column tables into tabular schemas.
Automated Data Cleaning & Deduplication
Fuzzy entity resolution, string standardization, foreign currency conversion, phone/address normalization, and cryptographic content hashing to prevent duplicate record insertion.
Scheduled Airflow & Prefect Orchestration
Automated cron and DAG scheduling. Alert webhooks via Slack/Teams if layout alterations or source timeouts occur, ensuring continuous, unbroken data pipelines.
Direct Destination Ingestion & BI Feeds
Stream clean records directly into PostgreSQL, MySQL, Snowflake, or AWS S3 data lakes. Push live dataset updates to Power BI semantic models for real-time executive visibility.
Transparent Pricing
Data Pipeline Engagement Options
Custom turnkey pipeline builds or continuous extraction engineering retainers.
Custom Target Scraper & ETL
Complete data extraction engine for a complex target portal, registry, or document set.
- ✓ Anti-Bot & Proxy Pool Setup
- ✓ Schema Cleansing & Normalization
- ✓ Automated Scheduled Loading (Airflow/Cron)
- ✓ Direct Destination Ingestion (PostgreSQL/S3)
- ✓ 100% Code & Script IP Ownership
Extraction Retainer & Support
Continuous monitoring, layout break fixes, new field additions, and data pipeline maintenance.
- ✓ Real-Time Layout Disruption Alerts
- ✓ Same-Day Fixes for Selector Changes
- ✓ Continuous Proxy & Bandwidth Management
- ✓ Daily Data Quality & Anomaly Reports
- ✓ Flexible Monthly Scaling
Technical Answers
Frequently Asked Questions
How do you bypass modern bot detection and Cloudflare anti-scraping protections?
We engineer resilient, distributed crawlers using Playwright and stealth Puppeteer patches, rotating residential proxy pools across 190+ countries, fingerprint randomization (canvas, WebGL, user-agent), human mouse-trajectory emulation, and automated CAPTCHA resolution to maintain 99.8% extraction reliability.
Can you extract structured data from scanned PDFs and unstructured legal/government gazettes?
Yes. We build specialized multimodal OCR pipelines combining Tesseract, AWS Textract, and custom LLM vision parsers to extract tabular columns, complex nested clauses, deed registrations, corporate filings, and tariff tables from noisy, scanned physical documents into clean JSON and PostgreSQL schemas.
How does your timezone alignment work for global clients?
Flexible Timezone Alignment: Choose Dedicated Full-Shift Engineers working 100% in your local business hours (Americas, UK/EU, MEA, APAC, or Oceania) or Hybrid Overlap Squads for 24-hour development velocity. Our data engineers schedule automated batch feeds and monitor pipeline health around the clock.
Do we get 100% Day-1 IP and pipeline script ownership?
Yes, 100%. All Python scrapers, Playwright worker scripts, Airflow/Prefect DAG workflows, and database DDL schemas are committed directly to your private Git repository under a strict bilateral NDA. You host and own the data feeds completely with zero per-record API taxes.
What are your pricing models for custom scraping and ETL pipelines?
We offer turnkey pipeline deployments starting at $3,500 - $12,500 (USD) or ₹2,50,000 - ₹9,50,000 (INR) per target ecosystem, or monthly pipeline maintenance and dedicated data scraping retainers from $1,800 - $3,500/month (USD) or ₹1,40,000 - ₹2,60,000/month (INR).
Need Automated, Clean Web Data Feeds?
Worldwide coverage across North America, Latin America, UK/Europe, MEA, APAC, and Oceania. Talk to our data pipeline engineers today.
Discuss Extraction Requirements