ISG Software Research Analyst Perspectives | Total Compensation Management

You Want HR AI—but Your Data Says “Not Yet”

Posted by Matthew Brown on 14 May 2026

Artificial intelligence (AI) is not a feature you just turn on. It requires readiness work that many HR organizations still have not done. That may sound blunt, but it reflects a reality that is getting lost in the current excitement around AI in HR. The market is moving quickly. Providers are rolling out copilots, assistants, recommendation engines and more advanced agentic capabilities across... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

Why “Can It Do X?” Is the Wrong HR Tech Question

Posted by Matthew Brown on 06 May 2026

Artificial intelligence (AI) isn’t a feature gate. It creates value when you’ve defined the decisions you want to improve and you have the data and workflows to support it, with permissions and consent boundaries that hold up in the real world and an audit trail that can explain what happened, why, and what the AI touched. Too many HR tech buying cycles begin with a shortcut: grab an RFI... Read More

Topics: Employee Engagement, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

HR Data Governance: Build Trust Before Dashboards

Posted by Matthew Brown on 22 April 2026

The quickest way to derail an HR analytics effort is to publish a dashboard that people do not believe. You can feel it in the meeting when the questions stop being about decisions and start being about whether the numbers are real. Leaders ask for “the actual headcount,” HRBPs keep their own trackers, and the room quietly agrees the system is helpful but not authoritative. At that point, the... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

From Payroll to Platform: Takeaways From Rethink 2026

Posted by Matthew Brown on 09 April 2026

I recently attended ADP’s 2026 Rethink event and had the chance to hear the company’s latest thinking for its international clients and analyst community. The HCM market is shifting quickly. AI is accelerating across the enterprise, labor markets are reshaping themselves, and buyers increasingly expect unified platforms that connect HR, payroll, workforce management, data, and intelligence. ADP... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

AI Agents as the New UI: What Happens to Your HR Stack?

Posted by Matthew Brown on 07 April 2026

A payroll leader gets a message the morning after payday: “Why is my net pay lower than last period?” In many organizations, that question still sends employees into a maze of portals, PDFs, tickets and handoffs. Payroll is not a background utility in the eyes of employees: it is one of the most frequent and emotionally loaded moments of truth. When pay is right, people move on. When it is wrong,... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

When HR and Finance Can’t Agree on the Same Numbers

Posted by Matthew Brown on 17 February 2026

HR and Finance rarely agree on the same numbers, and the reasons run deeper than a simple spreadsheet mismatch. It’s a symptom of siloed business processes and disconnected data models that create misalignment at every turn. Underneath that are unclear data definitions, governance strategies without real accountability and cultural priorities that pull the two functions in different directions.... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

You Bought the Software. Now What? Lessons on Post-Go-Live Success

Posted by Matthew Brown on 05 February 2026

Buying HR technology is a significant decision. It requires months of software provider reviews, internal alignment, business case development and implementation planning. When the contract is signed and the system goes live, it often feels like the hard part is over. In reality, the work that determines actual success is just beginning. Many organizations hold the misconception that... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

How To Ride the AI Wave in HR Without Wiping Out

Posted by Matthew Brown on 28 January 2026

Let's be blunt: The pressure to adopt AI in HR is a panic button being hit by the C-suite. The mandate from the boardroom is clear, and the pressure is intensifying: HR must adopt AI to remain competitive. This directive often lands on the desks of HR leaders who are already managing complex environments, creating a dangerous disconnect between executive ambition and operational reality. The... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

Plug in or Fall Behind: The Heartbeat of an HR Tech Strategy

Posted by Matthew Brown on 20 January 2026

Integration has evolved from a technical requirement into a strategic cornerstone in today’s HR technology landscape. Yet many organizations still treat connectivity between systems as a back-end IT concern rather than the foundation of the employee experience. That mindset is rapidly becoming a liability. The reality is simple: If your systems cannot connect, your strategy cannot connect either.... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

Platform Thinking: The HR Tech Strategy You’re Probably Missing

Posted by Matthew Brown on 14 January 2026

HR technology is entering a new era, and with it comes a challenge that many leaders underestimate: the need to embrace platform thinking as a core competency. For years, we’ve approached technology decisions as a way to solve pain points—patching gaps, fixing inefficiencies and responding to immediate needs. That mindset is understandable, but it’s also the reason so many organizations are... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

The Importance of Data in HR Strategies

Posted by Matthew Brown on 18 November 2025

You can buy the flashiest software in the marketplace, win awards for digital transformation and run a picture-perfect implementation project. But if your data foundation is shaky, none of it will deliver. Organizations invest millions in tools only to stumble over incomplete, misaligned or fragmented data. The wall they hit afterward? It is built from poor decisions disguised as “glitches.”... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Total Compensation Management, Employees & HCM - Business & Technologies

HR Tech Buyer Fatigue Is Real, and Happening Now

Posted by Matthew Brown on 11 November 2025

There is a different kind of friction emerging in the HR technology market today. It is harder to quantify but easier to feel if you are inside the decision-making process. It is not a lack of interest or even budget. It is fatigue. HR buyers are worn down. There is always another demo, another promise of transformation, another set of features that look compelling until you dig into what it... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

AI in HR Software: Where the Hype Ends and Practicality Begins

Posted by Matthew Brown on 04 November 2025

You can’t examine an HR software roadmap today without encountering AI—ubiquitously. Natural language search, skills inference, personalized learning, intelligent automation, adaptive planning, worker twins, conversational agents... These aren’t just new features; they represent a new organizing principle. A new architecture for how platforms structure work and how individuals engage with... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

The HR Software Stack Isn’t the HCM Strategy—But It Should Reflect One

Posted by Matthew Brown on 29 October 2025

There’s a subtle but important truth I’ve seen play out across dozens of organizations: HR software doesn’t define your strategy—but it will expose whether you have one. Too often, organizations treat the HR software stack as a series of independent decisions: a new ATS here, a learning platform there, maybe a refreshed core HRIS every few years. Each decision is justified on its own. Each serves... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

HR Tech 2025 Takeaways: The Future Is Ready—Are We?

Posted by Matthew Brown on 16 October 2025

For nearly 20 years, I have attended the Human Resources Technology Conference and Expo to take the temperature of the market. This year, the energy felt different—less showy, more grounded. I was able to engage with more than 40 software providers for deeper-dive discussions, and I left with three big takeaways and one nagging concern that I can’t shake. The first theme is about shrinking the... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

Post-Go-Live Reality: Building a Continuous Adoption Practice

Posted by Matthew Brown on 14 October 2025

It’s easy to celebrate a go-live. It’s visible, it’s measurable and it comes with a finish line. But anyone who’s been through an HR technology implementation knows that go-live isn’t the end. It’s the beginning. The real value of an HR system doesn’t show up in the configuration. It shows up in the usage, which is often underwhelming. It shows up in whether employees can navigate it without... Read More

Topics: Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

Money Talks – Is Compensation Software Speaking the Right Language?

Posted by Matthew Brown on 16 July 2025

Compensation data is everywhere. Internal equity metrics, market benchmarks, performance history, pay transparency requirements—there’s no shortage of data coming in from every direction. But volume does not always guarantee clarity. It is not about the data your system can collect, it is about whether that system—and the people behind it—can turn the data into decisions that actually make sense.... Read More

Topics: Human Capital Management, Total Compensation Management, Employees & HCM - Business & Technologies

Oracle Summit 2025: Agentic HCM Moves from Hype to Hands On

Posted by Matthew Brown on 24 June 2025

I recently attended the Oracle Apps & Industry Analyst Summit in Redwood City, California. Over the course of two days, Oracle offered a concentrated look at a market that is both racing ahead and tripping over its own shoelaces. Generative, predictive and now agentic artificial intelligence (AI) have become the new currency of competitive advantage across HCM; Oracle alone has delivered more... Read More

Topics: Human Capital Management, Employee Engagement, Learning Management, Talent Management, Workforce Management, Payroll Management, Total Compensation Management, Employees & HCM - Business & Technologies

Silos in HR, Sales and Finance for Total Rewards Strategy

Posted by Matthew Brown on 13 May 2025

For decades, organizations have treated sales incentive compensation as a separate entity, isolated from the broader total rewards strategy. This isolation stems from historical operations, where sales compensation is designed and managed within Sales, with periodic budget oversight from Finance, while HR focuses on base pay, benefits and equity. Unfortunately, this siloed approach, further... Read More

Topics: Human Capital Management, Business, Total Compensation Management

HR Metrics That Matter: Why Your Turnover Rate Isn’t the Whole Story

Posted by Matthew Brown on 07 May 2025

Turnover rates have taken center stage in workforce discussions, often being the first metric leaders request when assessing the state of the workforce. Yet, in isolation, turnover is one of the least understood indicators we have. Relying solely on turnover is like driving a vehicle using only your side and rearview mirrors; you’re reacting to what has already happened, without a clear view of... Read More

Topics: Human Capital Management, Learning Management, Talent Management, Workforce Management, Business, Payroll Management, Total Compensation Management, employee experience