Analytics and business intelligence (ABI) platforms prepare, model, analyze and visualize data to support decision making. They deliver insights through AI-powered conversational experiences, interactive dashboards and classic reporting. They support collaboration between business and technical users for defining the dimensions, measures and business rules used to create and maintain semantic models. The platforms provide functionality for agentic analytics, where AI agents coordinate tasks across the data-to-insight workflow to automate insight delivery under governance and audit controls. Analytics and business intelligence platforms integrate data from multiple sources, such as databases, spreadsheets, cloud services and external data feeds, to provide a unified view of data, breaking down silos and transforming raw data into meaningful insights. They also allow users to clean, transform and prepare data for analysis, in addition to creating data models that define relationships between different data entities.
Gartner defines the market for data and analytics (D&A) services as consulting and system integration (C&SI) and managed services. These services manage data for all uses (operational and analytical), and analyze data to drive business processes and improve business outcomes through more effective decision making. The core capabilities for vendor solutions in the D&A services market include: D&A strategy and operating model design Data management Analytics and business intelligence (ABI) Data science and machine learning D&A governance Program management Enterprise metadata
Gartner defines finance and accounting (F&A) business process outsourcing (BPO) as the use of third-party outsourcing service providers to execute transactional finance processes, including purchase-to-pay (P2P), order-to-cash (O2C), and record-to-report (R2R). BPO service providers remotely connect to clients’ systems to carry out these operations. They can also offer proprietary or partnered process automation solutions to enhance transactional processing efficiency. F&A BPO services are typically delivered from global delivery centers. F&A BPO providers deliver transaction processing services for P2P, O2C and R2R, leveraging advanced automation technologies. In addition to running these services, providers also offer innovative solutions and transformation expertise to enhance process efficiency and support the ongoing maturation of finance operations.
Gartner defines robotic process automation (RPA) as software that automates tasks within business and IT processes using software scripts that emulate human interaction with the application UI. RPA enables a manual task to be recorded or programmed into a software script, which users can develop through programming or by using the RPA platform’s low-code and no-code GUIs. This script can then be deployed and executed into different runtimes. The runtime executable of the deployed script is referred to as a bot or robot.