Collection

Scraping, crawling, third-party APIs. Heterogeneous sources, all formats.

Scheduling

Proxy rotation, source respect, source failure throttling.

Qualification

Filtering, deduplication, validation, anomaly detection.

Normalization

Mapping to business standards, enrichment, geolocation, categorization.

Monitoring

Near real-time alerts, dashboards, drift detection, variation history.

Storage

Optimized databases, indexing, archiving, multi-format exports.
Job Listings

Multi-source Aggregator

“How do we centralize job listings from 600 companies into standardized feeds?”

Challenge

Heterogeneous sources, multiple formats, various ATS, incomplete data.

Solution

  • Dedicated scraping micro-framework
  • Rotating proxies
  • Multi-process execution
  • Respectful rate limiting
  • Intelligent recognition and extraction
  • Normalization to business standards

In Production

600 +
worldwide sources
250 000
job listings <12h
7 yrs
in production
Client confidential
Price Monitoring

E-commerce Price Watch

“How do I align my prices with competitors without selling at a loss?”

Challenge

Consumer goods, tight margins. Monitor competitors, adjust prices, avoid selling below cost.

Solution

  • Monitoring of 3 key competitors
  • Updates every 6 hours
  • Automatic push to marketplaces
  • Price variation history
  • Loss prevention threshold

Configuration

6 h
update cycle
3
competitors monitored
Marketplaces History Loss Threshold
Client confidential
Price Monitoring

High-Frequency Price Watch

“How do I react within 30 seconds to a competitor price change?”

Challenge

Computer components market. Volatile prices, aggressive competition, opportunity windows of just minutes.

Solution

  • Monitoring 15 competitors in parallel
  • 30-second cycle, 24/7
  • Instant variation detection
  • Near real-time mobile alerts

Configuration

30 s
update cycle
15
competitors monitored
Near real-time Mobile alerts 24/7
Client confidential

Need data collection?

Let’s discuss your sources and volumes.