more data refreshes a day
aggregates, cubes, or star schemas
Data Engineering Challenges
"Modern" data pipelines are complex and inflexible, limiting insights from perishable data.
Significant loss of data fidelity
Data must be combined, filtered, and transformed before it’s ready for analysis, resulting in a significant data loss.
Complex, time-consuming data prep
The data prep, reshaping, and aggregation needed for performant analytics means it takes weeks of work to add new data sources.
Rigid data pipelines limit agility
Transformations are built based on specific requirements, making it challenging to adjust to changing business needs.
Data lineage and accuracy
Multiple data copies and transformations make it challenging to validate the data and identify lineage.
Benefits of Agile Data Engineering
Reduce the distance from data source to data-driven decisions with an agile data pipeline optimized for operational analytics.
Maintain 100% Data Fidelity
Eliminate the need to flatten, denormalize or aggregate data, enabling you to add new data sources in minutes and retain all usable data down to the transaction-level details.
Improve Architectural Flexibility
Data Engineers can fully protect existing investments by storing data in open, cloud-friendly file formats. Deploy Incorta in your existing environment, connect with any data source, and enable direct access to operational data from Incorta or your BI tool of choice.
Quickly Create Custom Data Apps
Easily build custom data apps optimized for your specific data sources and use cases to provide instant access to business-friendly data views — no star schemas or complex dashboard builds required.
Empower Data Consumers
Make data more broadly available and easier to consume by providing self-serve access to data that’s 100% identical to the source while enforcing the same level of security as the source applications.
A new TDWI Checklist Report reveals when it’s time to revamp how you build data pipelines — and how to do it best.
Explore the architecture of Incorta’s modern unified data analytics platform and how it boosts productivity and competitiveness.