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Should We Trust AI To Manage Something As Personal As Family Leave?

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Balancing the demands of a career with the unpredictable needs of family life can feel like navigating a maze blindfolded. The pressure is even greater for single parents, sandwich-generation caregivers supporting children and aging parents, and burned-out employees trying to keep up with work while managing personal crises.

AI is stepping in to remove the blindfold. AI is a potential game-changer for managing employee benefits in today’s rapidly evolving employment landscape. One in four employers now use AI to support HR-related activities, including paid leave management. AI-driven tools like PaidLeave.ai and AbsenceSoft promise to cut through the bureaucracy and confusion, offering quick, clear answers when employees need them most.

Imagine logging into an AI-driven system while preparing for maternity leave—within minutes, it generates a personalized timeline, outlining eligibility for paid leave, short-term disability, and FMLA benefits while calculating how to maximize PTO. Or consider an employee whose elderly mother undergoes major surgery—the system suggests the best leave options, estimates available PTO, and provides a straightforward process for requesting flexible work arrangements. These efficiencies could make a difference for working mothers, caregivers, and employees in high-stress situations.

But should we trust AI to manage something as personal as family leave? Is AI changing how we take time off work for the better, or could it worsen things in ways we don’t see yet?

The Promise

At its core, AI-driven platforms aim to reduce the administrative headaches that have long plagued leave management. These efficiencies can translate into real time saved and less stress.

Perhaps the greatest promise of AI in leave management is its potential to eliminate human bias. For working mothers, this means the hope of a more inclusive system that treats every employee fairly, regardless of background or circumstance. Founder of Girls Who Code and Founder and CEO of Moms First Reshma Saujani launched PaidLeave.ai in 2023 with support from OpenAI and Craig Newmark Philanthropies. help us usher in a new era of benefits for workers. Saujani says, “Imagine a world where AI tools, like PaidLeave.ai, help us usher in a new era of benefits for workers. One where, instead of piecing together disparate benefits information, employees are empowered with dependable answers right at their fingertips.”

A recent study found that 62% of employees say that knowing how to use their benefits would increase their overall sense of stability. Saujani believes this is how AI can transform the landscape of workplace benefits. “Workers depend on these benefits to care for themselves and their loved ones. So, shouldn’t we use every tool at our disposal to make accessing these benefits as straightforward as possible?”

Yet, there’s a flip side. Inimai Chettiar, president of A Better Balance, believes AI and other tech-assisted employer decisions can be incredibly opaque to workers. She sees AI tools creating confusion regarding how workers should respond and assert their rights.

Additionally, AI relies on historical data, and if that data reflects past inequities or biases, it risks replicating them rather than eliminating them. Without continuous monitoring and updates, AI-driven systems could reinforce disparities instead of dismantling them. For instance, single parents might find AI tools recommending unpaid time off more frequently than paid options based on outdated assumptions about household income.

Chettiar explains, “These practices hurt workers who are less informed about their legal rights, workers at the bottom of large companies’ hierarchies who have less access to management, and workers whose first language isn’t English. So many workers we speak with belong to more than one of these categories.”

When AI Fails

Amazon’s heavily automated HR system is a cautionary tale. Employees have reported processing errors, delays, and even incorrect terminations due to mismanaged AI leave applications. The company is a cautionary tale that teaches why human oversight remains essential.

The Department of Labor has also raised concerns about AI-driven FMLA management, emphasizing that automation must not replace legal compliance. Without human review, workers’ leave data could be misused, potentially influencing promotions, job security, or disciplinary actions.

The Human Cost

No matter how advanced, technology cannot fully capture the emotional nuances of a caregiver’s life. AI might offer immediate clarity on policy, but it cannot replace the compassion of a live conversation with an HR representative during a personal crisis. Consider:

  • A single mother facing pregnancy complications receives automated leave guidance but no reassurance about job security or financial stability.
  • A sandwich-generation caregiver struggles to balance work and elder care, but the AI tool does not account for emotional exhaustion.
  • A burned-out employee applies for mental health leave and gets approved—but faces repercussions when AI tracks leave patterns over time.

AI’s ability to handle sensitive situations depends on the people who design it and their understanding of user needs. For example, Moms First built PaidLeave.ai with parents in mind, ensuring it responds sensitively to deeply personal questions. The goal is to eliminate the stress of deciphering complex benefits during life’s most challenging moments. By providing immediate clarity and support—like guiding a parent through applying for leave after a miscarriage—PaidLeave.ai empowers moms with critical information in a safe, accessible way.

Saujani believes PaidLeave.ai is a prime example of how AI can improve equity in leave management. “It levels the playing field by ensuring that every worker — no matter what language they speak or company they work for — can access the resources they need to navigate their state’s paid leave benefits.”

The Bottom Line

Saujani feels that worry around AI tools such as these are misplaced. “Questions about benefits don’t magically disappear from your employees’ minds at 5PM on Friday…. What AI tools offer are a reliable, always-on resource that employees can turn to whenever those questions arise.”

If AI can remove the burden of paperwork and give people back time to focus on themselves, it represents a meaningful breakthrough. But AI-driven paid leave stands at the crossroads of innovation and risk. It has the potential to save time, reduce stress, and ensure fairness, but without proper safeguards, it could exacerbate inequities and create new workplace anxieties.

The message for HR leaders is clear: AI should empower employees, not replace the human touch that makes workplace policies genuinely supportive. AI can be an ally—but only if designed with fairness, transparency, and empathy at its core.

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