Turnkey High-Volume Web Crawling
Custom headless browser clusters with automated anti-bot bypassing. We deliver clean, structured data streams directly to S3 and enterprise data warehouses.
Enterprise web data infrastructure
Autonomous Web Crawling.No Hallucinated Data.
We engineer distributed crawler infrastructure and pair high-throughput scraping with human-in-the-loop validation for production-ready data.
Schedule Discovery CallView ArchitectureCore Capabilities
High-Throughput Data Infrastructure
Engineered for fault tolerance, anti-bot resistance, and rigorous field-level verification.
Distributed Crawler Architecture Consulting
Fault-tolerant Playwright and Scrapy pipeline engineering. Complete failover logic, IP rotation strategies, and direct indexing into OpenSearch vector databases.
Manual Operations & Dataset QA Squads
Dedicated human-in-the-loop validation teams cleaning low-confidence records, executing complex schema audits, and verifying edge-case data before vector storage.
Failover Pipeline
Four-Stage Ingestion Logic
Every record moves through automated extraction, AI structuring, and human verification before it reaches your storage.
Automated Extraction
Headless browser clusters bypass anti-bot shields and extract raw web records at gigabyte-per-second throughput.
LLM Schema Structuring
AI pipelines parse unformatted payloads into typed fields and score record confidence against validation thresholds.
Human Squad Verification
Records falling below threshold auto-route to dedicated human QA squads for instant manual remediation and cleaning.
Clean Database Indexing
Fully verified, 99.9% clean datasets are indexed directly into OpenSearch, vector stores, and enterprise storage.
Reliability Guarantee
Production Pipeline Metrics
99.9%
Clean dataset guarantee
0
False positive records
1 GB/s+
Crawler cluster throughput
Engineering Inquiry
Deploy fault-tolerant web crawling and human QA squads for your AI data pipelines.