With Ascend.io, infrastructure management and checkpointing are fully automated, drastically reducing our technical debt, allowing our data engineers to focus on business logic rather than cluster management or writing boilerplate ingestion code.
Ascend.io enhances data acquisition by managing delta changes, reducing monitoring efforts by 30-40%, and enabling frequent transformations. Its Agentic analytics uses AI for data verification, while automation in infrastructure manages technical debt. Though Ascend.io empowers engineers to focus on business logic, its high cost and challenging onboarding with Snowflake may deter smaller businesses. A substantial initial learning curve requires users to adapt from traditional Spark coding to trust automation fully.
