Solutions
Large-scale AI & data infrastructure
Fuel your LLM training and RAG architectures with massive-scale, high-fidelity public web data.
The Data Backbone Powering Next-Generation AI Systems
Capability patterns we see in production
Same residential fabric—different workflows. Each lane maps to dashboard and API controls you already have.
Production-Grade Scale
Scale concurrent workers to match large crawling jobs while traffic stays metered in your dashboard.
Data Diversity
Gather localized training data from 195+ countries for better model generalization.
Web MCP Ready
Seamlessly integrate with Model Context Protocol agents for real-time web awareness.
Workflow
From Raw Web to Clean Training Data
Define Your Data Sources
Specify the websites, APIs, or domains to crawl — from niche forums to broad web corpora for foundation model training.
Scale Concurrent Connections
Raise concurrency responsibly; residential egress lowers many datacenter fingerprints but targets may still throttle.
Export Structured, Clean Data
Receive deduplicated, high-quality output ready for LLM fine-tuning, RAG pipelines, or real-time agentic workflows.
AI & Data Teams Use IpApex For...
LLM Pre-Training Corpora
Crawl millions of diverse web pages to build rich, multilingual text datasets for foundation model pre-training.
RAG Knowledge Base Refresh
Continuously update your retrieval-augmented generation database with the latest live web content automatically.
Agentic Web Browsing
Power MCP-compatible agents and AI assistants that browse the live internet without triggering anti-bot systems.
Operational proof, not marketing slides
Run mission-critical jobs on residential capacity you can meter, audit, and scale with finance in the loop.