How Payscale Uses AI
At Payscale, we use artificial intelligence (AI) thoughtfully and responsibly to enhance our compensation intelligence platform—helping customers make confident, defensible pay decisions while keeping people at the center of every outcome. Our approach to AI is grounded in transparency, trust, and the belief that compensation professionals—not algorithms—own the final decisions.
Payscale’s Philosophy on AI
AI at Payscale is designed to support, not replace, human expertise. We build and use AI to help customers work more efficiently, uncover insights more quickly, and focus their time on strategic decision-making.
Because compensation decisions carry legal and ethical implications, we take special care to design AI capabilities that are assistive rather than automated. AI outputs are subject to human review, and we continuously assess features for accuracy and risk of unintended bias.
Key principles guide our approach:
Human Accountability: AI supports compensation professionals; it does not replace them. Humans remain responsible for all final business decisions.
Transparency: We clearly communicate when and how AI is used in our products and provide additional information upon request.
Data Privacy and Security: Customer data is protected under strict governance controls. We do not use any Customer Data (as defined in the MSA) to train AI models.
Fairness and Bias Mitigation: We evaluate AI-enabled features as appropriate to reduce the risk of bias and continuously monitor outputs for accuracy and fairness in compensation analytics.
Continuous Improvement: We regularly review our AI practices to reflect evolving regulations, customer expectations, and technological advancements.
AI Across the Payscale Product Stack
Payscale incorporates AI and machine learning in select areas of our product ecosystem to enhance functionality and user experience.
AI Capabilities by Product*
| AI Feature | Payfactors Basics | Payfactors Professional | Payfactors Advanced | Marketpay | Datapeople |
|---|---|---|---|---|---|
Payge Chat interface that helps connect customers with customer support and help content | Included | Included | Included | Included | |
Smart Assistant An AI tool that creates quick summaries of community posts and user guides, helping users review content faster | Included | Included | Included | Included | |
Verse Regression-based models that provide market data range suggestions for a broad combination of compensable factors | Included | Included | Included | Available as an add-on (Pulse Calculated Cuts) | |
Explore Allows Customers to surface real-time job pricing data and market insight suggestions from Payscale Verse | Included | Included | Included | ||
Peer Auto-Match Suggests job matches for customers participating in Peer | Available as an add-on (Peer Global Network) | Available as an add-on (Peer Global Network) | |||
Price at Scale Suggests job matches in the Price at Scale workflow | Included | Included | |||
Year-Over-Year Pricing Updates Suggests job match updates for year-over-year survey migration | Included | Included | |||
Smart Price Suggests job matches in the Smart Price workflow | Available as an add-on (Smart Price) | Available as an add-on (Smart Price) | |||
AI-Generated Summaries Suggests job summaries | Available as an add-on (JDM) | Available as an add-on (JDM) | |||
First Draft Suggests job responsibilities and requirements for job posts | Included | ||||
Marketplace Matches Suggests job matches to surveys | Included |
*Availability may depend on purchased products and features or enabled functionality. Currently, neither Paycycle nor Pay Equity have any AI functionality.
In all cases, AI-generated insights are intended to be informational, not prescriptive.
Data Privacy and Model Training
Protecting Customer Data is foundational to how we operate.
- We do not use Customer Data to train AI models.
- We do not use Customer Data to train third-party generative AI models.
- AI capabilities within Payscale products operate under the same strict data protection and security controls that apply to the rest of our platform.
Our use of AI aligns with our broader data governance, privacy, and security commitments.
Transparency and Additional Information
We understand that some customers and prospects may require deeper insight into how AI functions within Payscale products.
- Existing customers may request additional information regarding production functionality or AI usage by contacting their Customer Success Manager.
- Prospective customers or non-contracted organizations may request additional details; however, the disclosure of certain information may require execution of a mutual non-disclosure agreement (NDA).
This approach helps us balance transparency with our responsibility to protect sensitive information, intellectual property, and the security of our systems.
Payscale’s Commitment
Payscale is committed to continuously evolving our AI practices in alignment with emerging regulations, industry standards, and ongoing product enhancements. Payscale’s use of AI reflects our mission to empower people and employers with accurate, fair, and actionable compensation insights—built on transparent AI systems, ongoing testing and monitoring, clear user visibility about where AI is used, and control over whether to accept AI suggestions.
If you have questions about how AI is used within Payscale products, we encourage you to reach out to your Payscale account team or consult our Trust Center.