Resilient collectors
Collectors that raise an alert and recover when a page structure changes, instead of silently breaking.
Software & Infrastructure
Data Collection & Web Scraping
We build durable collection systems for price tracking, market research, competitor monitoring and content aggregation — within the source site's terms of use and applicable law.
What you get out of it
- The burden of tracking market and price moves by hand disappears
- Decisions rest on current, comparable data
Python
Playwright
Scrapy
C#
PostgreSQL
Redis
Proxy yönetimi
WHAT'S INCLUDED
What this service covers
Structuring & normalisation
From raw HTML to clean fields: unit conversion, currency normalisation, de-duplication and entity matching.
Scheduled refresh
Hourly, daily or event-triggered runs, with notifications when something changes.
Legal & ethical boundaries
Respect for robots.txt and terms of use, reasonable request rates, avoidance of personal data. We decline requests that cross the line.
PROCESS
How we run it
01
Source analysis
Target sources, fields and legal terms are reviewed.
02
Build & validation
Collectors are written and the output is validated on a sample.
03
Operation
Scheduled runs, monitoring and maintenance.
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Let's talk about where AI fits in your business.
In a short call we listen, then tell you plainly which approaches fit your situation and which do not. We reply within 24 hours.