The Capabilities HR Professionals Need for the HRIS and AI Era

The HR function is in the middle of a capability shift that most organizations have not fully reckoned with. Platforms like Workday now run HCM, payroll, benefits, recruiting, talent, and increasingly finance across a single architecture. AI features are being embedded into these platforms faster than most teams can evaluate them. And leadership is asking HR to do something it has historically struggled with: demonstrate its value in terms the business measures.

None of this means HR professionals are being replaced. McKinsey’s 2025 research on AI in the workplace found that 92% of companies plan to increase AI investments over the next three years while only 1% describe their current deployment as mature. The gap between investment and maturity is where HR professionals have the most leverage, if they build the capabilities to occupy that space.

Those capabilities fall into three clusters: platform fluency, analytical credibility, and organizational influence. Each cluster contains skills that reinforce one another, and the professionals who develop across all three will be the ones shaping how their organizations operate rather than just supporting operations.

Platform Fluency: Understanding how the system works, not just your piece of it

Most HR professionals learn their HRIS through the lens of their own function. Benefits specialists know the benefits module. Recruiters know the recruiting module. Compensation analysts know the comp plans. That depth is valuable, but it creates blind spots when changes in one area affect another.

A job profile change in Workday HCM can affect compensation eligibility, benefits enrollment, reporting hierarchies, and security access. A business process change in recruiting can affect onboarding workflows, provisioning integrations, and how data flows into downstream systems. Systems thinking, the ability to understand how these connections work across the platform rather than just within a single area, is what separates someone who processes transactions from someone who can anticipate problems before they surface.

Platform fluency also includes process ownership: understanding not just how a workflow is configured, but why it was configured that way, whether it still serves the business, and when to raise a flag that it no longer does. In organizations where no one owns processes after go-live, configuration decisions accumulate without review, workarounds become standard practice, and the system gradually drifts from how the business actually operates. HR professionals who take ownership of the processes within their scope are the reason some environments improve over time while others deteriorate.

Cross-functional fluency belongs in this cluster too. HRIS platforms sit at the intersection of HR, Finance, and IT. Integration architecture, security role design, data governance, release management: these decisions are rarely owned by a single function. HR professionals who can participate meaningfully in conversations with IT about integration requirements or with Finance about data reconciliation become essential connectors in their organizations.

Analytical Credibility: Making the data mean something to people who make decisions

HR has access to more data than ever. Access and literacy are different things. Data literacy means being able to interpret what the data says, identify when it is unreliable, and use it to build a case for action. It means knowing the difference between a metric that looks interesting and one that actually informs a decision.

In practice, this looks like an HR professional who can pull a turnover report and explain what is driving the number, not just what the number is. It looks like someone who can identify that a spike in payroll corrections traces back to a configuration issue rather than user error. It looks like a team that can present workforce data to a CFO in a way that connects headcount trends to budget impact and operational capacity.

The adjacent skill is connecting HR work to business outcomes. HR has long communicated its value in HR terms: time to fill, engagement scores, training completion rates. Those metrics matter inside the function, but they rarely move a CFO evaluating resource allocation or a CEO assessing organizational readiness for growth. Deloitte’s research on skills-based organizations found that organizations prioritizing skills over rigid role definitions are 63% more likely to achieve their targeted outcomes. For HR professionals, this means learning to frame a reduction in time to fill as faster revenue capacity, or presenting improved retention in a critical function as reduced risk to a product launch timeline.

Analytical credibility compounds. Once an HR team demonstrates that it can deliver reliable data and translate it into business language, leadership starts asking for more. That invitation to the table is the result of demonstrating value, not just asserting it.

Organizational Influence: Leading change, not just managing it

HRIS transitions are organizational change events. They alter how people do their jobs, how managers access information, and how the organization processes some of its most sensitive transactions. Change management plans, communication timelines, and training schedules are necessary components. They are not sufficient.

What organizations need from HR during a transition is change leadership: the ability to understand where resistance is coming from, address it directly, and help people move through uncertainty without losing trust in the process. This is especially important after go-live, when the initial energy fades and the reality of working in a new system sets in. The teams that navigate this phase well are usually led by HR professionals who stay visible, listen actively, and respond to concerns with honesty rather than messaging.

Change leadership also means knowing when the organization is not ready for the next change and having the credibility to say so. McKinsey’s research on AI upskilling found that training alone rarely drives sustained behavior change, noting that seven in ten employees ignore formal onboarding materials and instead rely on experiential and social learning. For HR professionals, this is a critical insight: adoption cannot be delegated to a training schedule. It requires ongoing reinforcement through how leaders model behavior, how processes are designed, and how performance is measured.

AI readiness falls within organizational influence because the challenge is not technical. Workday and other major platforms are embedding AI into recruiting, talent management, workforce planning, and operational workflows. Features like AI-generated job descriptions, candidate matching, skills inference, and anomaly detection are already available or in development. HR professionals do not need to become AI engineers. They need to develop the judgment to evaluate these tools critically: what a given feature actually does, what data it relies on, where bias could enter, and whether the output is reliable enough to act on. They also need the organizational influence to slow down adoption when the organization is not ready and to accelerate it when the opportunity is real.

The Capability That Connects All Three

Platform fluency, analytical credibility, and organizational influence are not independent skill sets. They reinforce each other. An HR professional with platform fluency and analytical credibility can identify a system issue and quantify its impact. Add organizational influence, and they can secure the resources and executive attention to fix it.

None of these capabilities require a technical background or a data science degree. They require curiosity about how the broader system works, willingness to learn the language of adjacent functions, and the discipline to connect daily work to the outcomes that matter most to the organization.

The gap between HR teams that can meet rising expectations and those that cannot will continue to widen. McKinsey’s 2025 research on digital skill building found that 80% of tech leaders identify upskilling as the most effective way to close skills gaps, yet only 28% of organizations are planning to invest in upskilling programs. The professionals who invest in their own development now, rather than waiting for their organization to provide it, will be the ones best positioned to lead.

If your organization is navigating an HRIS transition or working to build these capabilities within your HR team, schedule a conversation with our team at info@abnormallogic.com.