Screen scraping specialists for your dedicated team.
Screen scraping extracts data from an application's interface when no API exists, by reading rendered output. It is a last resort that is sometimes the only available option.
Where screen scraping fits in a long-term product team.
It is always the worst technical option and sometimes the only one. A vendor with no API, a system whose supplier will not provide integration, or a partner unwilling to change all leave the rendered interface as the only surface, and refusing on principle does not make the requirement go away.
Fragility is inherent. Any change to the interface breaks extraction, and the dangerous case is partial breakage, a field that moved without disappearing, so the scraper reads something else and reports success. Validating extracted values against expected types and ranges is the only real defence.
What your dedicated team does with screen scraping.
Terms of service and legality need checking first. Many services prohibit automated access, and for public websites data protection and database rights may apply depending on jurisdiction.
Raising that before building is part of good scoping, as described in how it works.
Common screen scraping use cases.
- Data behind no integration surface Extraction where the supplier offers no API and will not build one.
- Validation that catches partial breakage Type and range checks, because a shifted field reports success.
- Permission established first Terms and legal position checked before the work is built.
Adding screen scraping skills to your team.
Scraping work is assigned inside automation capacity, with the legal position established before implementation and validation treated as mandatory.
At Azendo, screen scraping work sits with a dedicated AI automation team. You can add screen scraping capacity as one dedicated specialist or as part of a wider remote team, managed by a service delivery manager from our offices in Thailand. Companies hire dedicated developers this way under one agreement and one monthly fee.
Tell us what your roadmap needs screen scraping for.
A service delivery manager will reply with the specialists we'd suggest, the monthly capacity and what the first month looks like.
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We reply within one business day.