Data that arrives clean, complete and on time.
We collect, clean and structure data at scale and keep it flowing, so your product, your analytics and your AI work from complete, current information.
AI is only as good as the data behind it. Our pipelines feed market-intelligence products used by millions of people.
What we deliver.
Large-scale crawling
Scheduled collection from thousands of sources, with headless browsers where needed.
AI-assisted extraction
AI and rule-based extractors combined per source.
ETL pipelines
Cleansing, normalisation, deduplication and entity matching.
Data platforms
Relational, document and search databases designed for your queries.
Integrations
Sync with marketplaces, ERPs, CRMs, EDI and partner APIs.
Monitoring
Source health, data quality checks and alerts.
From complexity to clarity.
Understand
- Business
- Users
- Data
We start with the business, the people who will use the system and the data it depends on, before a line of code.
Architect
- Scope
- UX
- Technology
Scope, experience design and architecture planned to evolve with the business and to carry AI later.
Build
- Engineering
- AI
- QA
Short, visible cycles with weekly demos, automated tests and a release you can use early.
Evolve
- Measure
- Improve
- Scale
We measure what launched, improve what matters and scale what works, often for years.
Work behind this service.
Real projects, anonymised under client confidentiality.
AIAIPrice alert: artist sold above estimateAIWeyBeeWeyBeeQuestions buyers ask.
Can you crawl sites that change their layout often?
Yes. AI-based extraction reads irregular or changing layouts, while rule-based extractors handle stable, high-volume sources.
Where does the data end up?
In structured databases designed for how your product and analysts query it, with search indexes where needed.
Do you run the pipelines after launch?
Yes. We monitor sources, fix failing crawlers and keep data quality checks running.
Have a complex problem?
Tell us what you're building. We'll reply within one working day.