What we help you build
Turn a noisy media landscape into usable intelligence
We build collection and analysis systems that combine crawling, normalization, deduplication, search and AI-assisted classification. Teams receive structured evidence instead of manually checking hundreds of sources.
- check_circle Scheduled and near-real-time collection
- check_circle Content normalization and duplicate detection
- check_circle Entity, topic and sentiment classification
- check_circle Search, dashboards, exports and alerts
Our delivery process
A clear, collaborative process designed to reduce risk and keep progress visible.
Technologies and capabilities
Crawling
Playwright, HTTP workers
Parsing
Tika, custom extractors
AI
LLMs, classifiers
Search
Elasticsearch, vectors
Storage
PostgreSQL, object storage
Operations
Queues, schedulers, alerts
Why businesses choose our expertise
Projects Delivered
Years Experience
Happy Clients
Client Retention