analyticsasaservice
Analytics as a service (AaaS) is a cloud-based delivery model that provides analytics functionality as a managed service. It typically includes data processing, data storage, business intelligence, reporting, and automated or AI-enabled analytics, accessed through a browser or API.
Key components include data integration and ETL/ELT, data lakes or warehouses, data governance and security, analytics
Deployment models range from software-as-a-service analytics applications to analytics platforms and machine learning as a service.
Benefits include lower upfront capital expenditure, faster time to insight, automatic scaling, maintenance simplification, and accessibility
Common challenges are data quality and integration, privacy and regulatory compliance, security risks, performance variability, and
Use cases span business intelligence, customer analytics, operational analytics, fraud detection, and predictive maintenance. The market
See also: data as a service, platform as a service, cloud computing, business intelligence.