Data Engine: The Core of Pricelumic's Intelligent Data Platform
A next-generation infrastructure for collecting, validating, and delivering high-quality competitive data in real time. Built for speed, accuracy, and scale.
99.9% Accuracy
Real-Time Processing
Infinitely Scalable
Continuous Innovation
Our Data Engine is constantly optimized for faster collection, smarter mapping, and better accuracy — ensuring Pricelumic customers always stay ahead of market change.
Unified Data Architecture
Connect. Collect. Normalize.
Pricelumic's Data Engine integrates multiple data sources — from websites and marketplaces to APIs — using AI-driven extraction.
Smart crawling for structured & unstructured data
Dynamic schema mapping and validation
Industry-specific pipeline templates
Scalable Performance
Built to grow with your business
Our distributed, cloud-based engine ensures high throughput and reliability as data volume scales.
Micro-batch and parallel processing
Elastic compute and serverless orchestration
Load balancing for global data distribution
Data Integrity & Reliability
Accuracy, verified at every step
The engine performs continuous validation and anomaly detection for 99.9% reliability.
Duplicate and drift detection
Historical data comparison
Automated correction and feedback learning
Seamless Integrations
From raw data to actionable insight
Pricelumic delivers clean data directly into your ecosystem.
Export via JSON, CSV, or API
Integrates with AWS, Snowflake, and BigQuery
Ready for analytics, CRM, or pricing systems
