Paychex 公布 WISE 生成式 AI 引擎早期采用数据，称可降低薪资错误率并提升服务效率

WISE agents proactively help prevent payroll errors, enable more consultative service, and increase efficiency across the Paychex enterprise – enhancing customer experiences
Results from more than 50,000 early adopters reinforce the value of WISE across Paychex’s HCM platforms
Company continues to scale WISE based on early adopter success
ROCHESTER, N.Y., Aug. 31, 2026 (GLOBE NEWSWIRE) --
Paychex, Inc.
(Nasdaq: PAYX), a leading provider of expert-enabled HR, payroll, and benefits, today shared early results from more than 50,000 businesses using
WISE
(Workforce Intelligence, Strengthened by Expertise). Early adopter data shows WISE is helping customers proactively prevent payroll errors, resolve service interactions faster, and improve efficiency across the Paychex enterprise — validating the company’s strategy to bring agentic AI into mission-critical workforce workflows.
Preventing Payroll Errors Before They Happen
Recurring payroll issues waste time, create risk, and can undermine employee trust. Companies
average
a 1.2% payroll error rate, and employees often begin looking for a new job after just two payroll mistakes. As business leaders are increasingly expected to do more with less, persistent demands and expanding priorities leave limited time for manual correction.
With WISE intelligence, Intelligent Pay Cycle continuously monitors the pay cycle for anomalies and proactively flags missing pay data, incomplete time records, and unresolved approvals before they become payroll problems, including:
Enabled proactive payroll management, with nearly 90% of identified time and pay rate errors corrected before payroll run day.
Average time to review and resolve direct deposit changes fell from approximately three days to less than two days.
“WISE is not a set of AI features. It’s a shared intelligence engine embedded across our platforms to help customers complete work more efficiently and effectively,” said
Ryan Bergstrom
, Paychex Chief Product and Technology Officer. “From proactively identifying payroll issues to automating service interactions, WISE is already delivering measurable value at scale for customers and across our operations.”
Based on strong early adoption and validation, payroll intelligence and direct deposit approval capabilities reached general availability across Paychex Flex
®
users in late July, with missing punch and missing pay rate capabilities rolling out through September.
Driving Efficiency and Increasing Client Satisfaction
Delivered through both email and phone agents, WISE agentic intelligence runs through a customer lifecycle, from payroll pre-flight through post-cycle service. Thoughtfully developed to drive personalization and user confidence, WISE is delivering a faster, more positive client experience:
Across voice and email, WISE agents have handled more than 350,000 workforce conversations, with more than 20% resolved without human involvement.
The WISE payroll voice agent operates at nearly 100% accuracy — with more than 40,000 users regularly choosing AI over a live representative.
The WISE email agent has handled nearly 300,000 interactions with an average processing time of three minutes – more than 80% faster than human handling.
“By automating routine interactions and surfacing issues earlier, WISE enables our service professionals to spend less time on repetitive tasks and more time helping clients solve broader workforce challenges,” Bergstrom added. “That shift from transaction handling to higher-value guidance is one of the most important benefits of our AI strategy.”
Unlocking Insights to Drive Organizational Effectiveness
Paychex continues to expand WISE across its operations to increase efficiency, accelerate service delivery, and enhance the customer experience. Over the past year, the company has equipped sales and service professionals with AI-powered tools that deliver real-time answers to customer questions and help teams respond more quickly and effectively. Paychex is also leveraging AI to modernize implementation workflows, helping new clients onboard faster and more efficiently.
To learn more about WISE and AI at Paychex, visit
paychex.com/ai
.
About WISE
WISE (Workforce Intelligence Strengthened by Expertise) is the AI-powered intelligence engine transforming business operations with embedded context-aware intelligence, expert-enabled guidance, and autonomous execution. With Paychex’s five decades of trusted data and human expertise at its core, WISE transforms AI from a passive tool to expert-designed agentic workflows with the ability to complete tasks autonomously, making work faster, smarter, and more efficient.
About Paychex
Paychex, Inc. (Nasdaq: PAYX) provides a comprehensive suite of expert-enabled technology and advisory solutions that help businesses manage HR, payroll, and benefits. Serving approximately 840,000 customers and paying 1 in 11 U.S. private sector workers, Paychex combines scale, trusted expertise, and innovation to help businesses succeed. Built on more than 50 years of workforce experience and one of the industry’s largest proprietary HR datasets, Paychex’s WISE agentic AI engine embeds intelligence directly into workflows to improve productivity, enhance decision-making, and deliver better outcomes. Learn more at
paychex.com
.
Media Contact
Chelsea Wernick
Public Relations Program Manager
Paychex, Inc.
(585) 216-2974
cwernick@paychex.com