Netchex, a payroll and human capital management (HCM) platform for businesses with deskless workforces, today announced Mesh, a team of AI HR teammates that anticipate problems and complete work before anyone asks. It goes beyond the ask-and-answer chatbots that define most AI in HR today.
Rather than waiting to be asked, Mesh’s six specialists continuously monitor payroll, scheduling, time, and HR data. Each handles a complete workflow, with humans approving the decisions that matter:
- Penny, a payroll assistant who chases missing timecards and flags payroll issues
- Atlas, a people ops coordinator who connects onboarding, status changes, documents, and approvals
- Sentinel, a compliance and risk analyst who watches for patterns and gaps teams don’t have time to see
- Nova, a workforce analyst who turns scattered data into signals managers can act on
- Milo, an employee concierge who files PTO, arranges shift coverage, pulls pay stubs, and answers policy questions instantly
- Nettie, a service partner who troubleshoots issues and answers product questions for admins, drawing on every Netchex knowledge article and training resource
These six are the founding roster. Netchex plans to add more teammates over time. Because Mesh sees across pay, scheduling, time, and HR in one platform, it connects dots other tools see only in pieces: flagging a schedule-loading pattern that is turning a strong employee into a flight risk, or catching expiring technician certifications weeks before they create a staffing gap.
Mesh builds on Netchex’s acquisition of Mesh.ai, a Y Combinator backed, AI-first performance and engagement platform. After the acquisition, the Mesh.ai team set out to scale the technology across every workflow an HR team touches, and built the AI teammates announced today.
“Our mission has always been to build the best software and support for deskless industries. AI teammates are how we keep delivering on that, giving every operator the bench strength that used to be reserved for companies ten times their size,” said Abhinav Agrawal, CEO of Netchex.
ShiftMed, a leading AI-powered healthcare workforce platform, today announced a technology partnership with QGenda, a leading provider of healthcare workforce management solutions. The collaboration creates a seamless connection between QGenda’s workforce management platform and ShiftMed’s network of credentialed clinicians, enabling healthcare organizations to manage workforce needs more effectively while maintaining scheduling flexibility.
Through the integration, open shifts flow automatically between QGenda and ShiftMed, creating a unified experience for administrators and clinicians. Healthcare organizations maintain full control over which shifts are shared and can configure the integration to meet their operational needs. As schedules remain synchronized across both platforms, administrators can automate shift fulfillment without the manual complexity of managing open shifts across multiple systems.
The synchronization streamlines workforce management by reducing manual scheduling errors and making it easier for healthcare organizations to connect qualified clinicians with open shifts. Available shifts are automatically surfaced to eligible clinicians through ShiftMed, while assignments, cancellations, and schedule updates are reflected in QGenda in real time. By keeping both systems aligned, health systems can simplify scheduling, reduce administrative burden, and lower unnecessary labor costs.
