Payscale has announced the launch of Smart Reporting, a new AI-powered capability designed to help organizations generate compensation insights on demand while eliminating manual report-building processes. The solution enables compensation teams and business leaders to access customized reports across pay, equity, performance and market data using natural language requests.
The launch reflects growing demand for faster and more strategic compensation planning as organizations navigate economic volatility, talent shortages and rapidly shifting salary expectations.
Payscale stated that organizations are increasingly shifting away from annual compensation cycles toward continuous compensation management strategies. The company noted that employers require faster access to reliable market insights and pay intelligence to remain competitive in attracting and retaining talent.
According to the 2026 Compensation Best Practices Report, 68% of organizations believe executive leadership views compensation as a strategic business driver. However, many compensation teams remain focused on administrative tasks and manual reporting processes.
Smart Reporting aims to address this challenge by enabling compensation professionals and HR leaders to request reports through conversational, natural language interactions. The platform automatically compiles compensation metrics and analytics in seconds, reducing the time traditionally spent on spreadsheet management and report preparation.
Payscale emphasized that Smart Reporting is powered by AI trained specifically on compensation expertise and decades of market data rather than relying solely on generalized large language models.
“Compensation teams shouldn’t spend their time managing spreadsheets, but focus on pay strategies that attract, retain, and motivate the best talent,” said Ruth Thomas, Chief Compensation Strategist at Payscale. “At Payscale, our AI is built to make that shift possible. Because it’s built on real compensation expertise and market data, teams can have greater confidence in the output. That’s not something you get from an LLM wrapper.”
The company stated that the solution helps organizations make faster, more consistent and defensible compensation decisions while supporting human judgement instead of replacing it entirely.
Smart Reporting joins a growing portfolio of AI-driven compensation solutions introduced by Payscale. Recent launches include Smart Price, which provides AI-driven pay recommendations for job pricing, Payge, an AI-powered assistant for platform navigation and support, and Compass, a strategic analytics tool connecting compensation decisions with business outcomes.
These offerings build on Payscale Intelligence Cloud, the company’s unified compensation intelligence platform designed to support recruiters, compensation professionals and executives with real-time pay insights and workforce intelligence.
Payscale stated that its broader AI strategy is focused on helping organizations elevate compensation from an operational process to a strategic business function capable of improving retention, workforce planning and long-term growth outcomes.
Payscale is the original compensation innovator for organizations who want to scale their business with pay and transform their largest investment into their greatest advantage. With decades of innovation in sourcing reputable data and developing AI-powered tools, Payscale delivers actionable insights that turn pay from a cost to a catalyst. Its suite of solutions — Payfactors, Marketpay, and Paycycle — empower top companies in the U.S. and businesses like Cintas, ZoomInfo, Chipotle, Brookdale Senior Living, Ohio State University, American Airlines, and TJX Companies.
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