Companies seek systems that unify policies, decisions and communication with common data foundations and strong governance, new research says

Enterprises are looking to total compensation management (TCM) platforms to act as AI-enabled hubs that connect all business functions and intelligence involved in compensation decision-making and administration, according to new research from global AI-centered technology research and advisory firm Information Services Group (ISG) (Nasdaq: III).

The 2026 ISG Buyers Guides™ for Total Compensation Management reveal that enterprise demands for compensation-related software are shifting from the accumulation of capabilities to the orchestration of knowledge and workflows. TCM has evolved out of historically separate technology arenas, including market-pricing tools, planning applications, human capital management suites and pay equity software. Vendors have combined these tools to reduce fragmentation, but organizations are looking for true integration to ensure consistency and reduce manual effort.

“An increasingly complex set of policies, market trends and employee expectations is shaping compensation strategy and execution,” said Stacey Cadigan, partner, ISG Human Capital Management and Enterprise Transformation. “Data, policies, decisions and communication need to work together coherently so changes made anywhere are reflected throughout an organization.”

The ISG Buyers Guide research provides the rankings and ratings of 25 software providers and their products for planning and managing compensation as a unified enterprise discipline. The series includes guides to software for total compensation management, compensation management and compensation planning.

Enterprises need more integrated platforms in part because they are managing more forms of compensation. In addition to base salary, organizations are offering equity, allowances, short- and long-term incentives and other rewards that may operate under different policies and payout mechanisms. Through 2029, to help companies understand these investments as a whole, software providers will work to combine all employees and compensation types in one view for governance and analytics, ISG says.

The addition of AI is helping enterprises use these platforms to manage increasingly complex compensation environments and gain flexibility without losing control. AI can identify market and pay anomalies, compare scenarios and give managers richer context for making decisions. It can also help to give employees clearer explanations of compensation and rewards, reducing the number of questions for HR representatives. Agentic AI can even perform initial analysis or recommend actions. However, strong AI governance needs to be built into any compensation platform due to the consequences of decisions in this area.

TCM requires deep, well-integrated capabilities in both compensation management and compensation planning. While the former focuses on areas such as strategy, market intelligence and pay equity, the latter is centered more on budgeting and scenario modeling. TCM platforms should minimize the reconciliation needed between functions, so proposed pay increases immediately inform budget analysis and decisions directly flow into employee records and downstream systems.

“Companies evaluating a TCM platform should look for a common data and policy foundation,” said Robert Kugel, executive director, business research, ISG, and author of the report. “The system should effectively aggregate and govern all elements, including specialized systems, to create a comprehensive enterprise view.”

For the 2026 ISG Buyers Guides for Total Compensation Management, ISG produced three Buyers Guides: Total Compensation Management, Compensation Management and Compensation Planning. Each covers the essential platform categories and products in the given technology segment. A total of 25 providers were assessed: ADP, Anaplan, BambooHR, beqom, Cornerstone, Darwinbox, Dayforce, Decusoft, HiBob, HRSoft, Infor, isolved, Oracle, Paycom, Paycor, Paylocity, Payscale, Pave, PeopleFluent, Rippling, Salary.com, SAP, UKG, Unit4 and Workday.

ISG rates software providers’ products in five evaluation categories: Overall, Product Experience, Capability, Platform and Customer Experience. Providers ranked in the top three for each evaluation category are named as Leaders. Those that meet the greatest proportion of our evaluation criteria are named as Overall Leaders.

Salary.com and Oracle were the top two Overall Leaders in all three Buyers Guides. Salary.com led the field in Compensation Management, followed by Oracle and Payscale, and in Compensation Planning, followed by Oracle and Anaplan. Oracle was ranked first for Total Compensation Management, followed by Salary.com and ADP.

In addition, the following providers were rated as Exemplary or Innovative in each of the Buyers Guides:

Total Compensation Management: ADP, Oracle, Salary.com and SAP were rated Exemplary. Dayforce and Workday were rated Innovative.

Compensation Management: ADP, beqom, Dayforce, HiBob, Oracle, Payscale, Salary.com, SAP, UKG and Workday were rated Exemplary. Infor and Rippling were rated Innovative.

Compensation Planning: ADP, Anaplan, beqom, Oracle, Payscale, Salary.com, SAP and Workday were rated Exemplary. Dayforce and Pave were rated Innovative.

The ISG Total Compensation Management Buyers Guides are the distillation of more than a year of market and product research efforts. The research is not sponsored nor influenced by software providers and is conducted solely to help enterprises optimize their business and IT software investments.

Visit this webpage to learn more about the ISG Total Compensation Management Buyers Guides and read executive summaries of each of the three reports. The complete reports, including provider rankings across seven product and customer experience dimensions and detailed research findings on each provider, are available by contacting ISG.

About ISG

ISG (Nasdaq: III) is a global AI-centered technology research and advisory firm. A trusted partner to more than 900 clients, including 75 of the world’s top 100 enterprises, ISG is a long-time leader in technology and business services that is now at the forefront of leveraging AI to help organizations achieve operational excellence and faster growth. The firm, founded in 2006, is known for its proprietary market data and research, in-depth knowledge and governance of provider ecosystems, and the expertise of its 1,500 professionals worldwide working together to help clients maximize the value of their technology investments.

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An increasingly complex set of policies, market trends and employee expectations is shaping compensation. Data, policies, decisions and communication need to work together coherently so changes made anywhere are reflected throughout an organization.