Grepsr, a leading web data extraction platform, has successfully incorporated Temporal to enhance the orchestration of its complex data workflows, achieving a 99% delivery reliability and significantly boosting engineering efficiency. As the web data extraction industry has evolved from niche technical tasks to a critical business function, Grepsr has positioned itself as a key player by processing over 600 million records daily from more than 10,000 sources. Initially, the company's microservices-based, event-driven architecture relied on cron jobs and bespoke scripts, which led to challenges such as difficulty tracing failures, loss of workflow state, and brittleness in parallel execution. By adopting Temporal, Grepsr has improved fault tolerance, parallelism, and observability, allowing for smooth scaling and reduced incident resolution time. Temporal's code-first workflows and comprehensive monitoring capabilities have fostered a shared language within the company, enhancing collaboration and enabling quicker onboarding for new engineers. Ultimately, Temporal has not only strengthened Grepsr's backend infrastructure but also improved the company's ability to deliver reliable data services and foster a more collaborative engineering culture.