
Explainable AI in compensation: what it is, why it matters, and how to get there
Discover why Explainable AI is the foundation of fair, defensible compensation decisions — and what it means for your organization.
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Get automated pay suggestions that stay true to your company strategy. Our compensation prediction models use advanced machine learning to provide data-driven pay recommendations. Predict pay trends and simulate budget optimization for fair and competitive pay recommendations.


Features
Smart pay decisions are no accident. They are informed by data, like benchmarks, ranges, budgets, talent objectives, and pay equity goals. The power of machine learning and advanced analytics can put that data to work for you to create optimum pay models and make the best pay decisions.
Pay Predictor
With the power of machine learning, our Pay Predictor helps you run any compensation prediction scenario. Produce real-time, on-demand, data-driven pay recommendations to assist HR and managers with merit increases, promotions, mobility, and new hire job pricing. Pair it with our Compensation Management solutions for precise, automated pay recommendations, smart pay range generation, and eliminating all guesswork when it comes to decision-making.
beqom benefits
With AI on your side, lock in precision, enhance efficiency, and empower your people.
Level up your comp design.
Improve accuracy and efficiency with machine learning models for automatic compensation recommendations. Design pay scales and guidelines using data-driven insights, personalization, and real-time updates.
Keep high performers in-house.
With the help of machine learning recommendations, optimize compensation strategy to attract and retain the top talent with targeted and personalized pay packages.
Elevate your employer brand.
By offering competitive and fair compensation packages, build a positive employer brand reputation and drive business success in a competitive job market.
Get deep insights into pay.
Get valuable insights from multivariate regression analysis (MRA), measuring linear relationships between compensation packages and employee attributes.
The beqom difference
beqom expert tooling
Made by experts, our next-gen comp platform is built using the latest AI tech. Lose the constraints of spreadsheets and generalist suites. Gain the freedom to deliver any comp process for a total comp strategy that is fair, compliant, and competitive.

The complete suite
Our flexible, cost-effective comp management platform easily fits into your company’s existing set-up. Built on the latest AI technology, it enables full self-service for even the largest enterprises. Streamlined administration, a cutting-edge UI, effortless scalability and performance with built-in security: Unlock the future of compensation today.
AI can analyze large datasets to provide predictive pay recommendations, simulate outcomes, and automate pay decisions. This leads to more accurate, fair, and strategic compensation planning.
Predictive analytics uses historical and current data to forecast future outcomes. In compensation, it helps forecast salary trends, identify budget impacts, and support proactive pay planning to guide strategic decision-making.
To create data-driven pay strategies, start by analyzing internal and market data, set clear performance metrics, and model different scenarios. AI-powered platforms simplify this process with intelligent tools and simulations.
You can use simulation tools to model pay decisions—like raises or job offers—before implementing them. This helps optimize budget use and forecast outcomes. Some compensation solutions like beqom offer built-in scenario modeling for smart planning.
Benchmarking involves comparing your pay rates to market standards. Compensation software can automate this process using smart job matching, market data integration, and peer group comparisons to ensure fair and competitive pay.
Automated pay tools save time, reduce errors, and improve consistency. They streamline processes like bonus calculations, salary adjustments, and equity allocation. beqom’s platform automates these tasks with advanced intelligence.
Technology supports pay-for-performance by connecting compensation decisions to employee results. Compensation software that integrates performance results can align rewards with contribution, improving motivation and fairness.
Tools that use multivariate regression analysis and real-time data can detect pay disparities across roles and demographics. Software like beqom helps identify, monitor, and address inequities before they become systemic issues.
We’ve been working with the world’s largest organizations on compensation and performance challenges for more than a decade, so we know that every company has different needs and strategic goals that can’t be answered by any one-size-fits-all product.
Tell us a bit about your challenges so we can connect you with a beqom specialist to arrange a no-obligation, personalized demo of our solutions.
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