#HRTechChat: David Edwards on the “Last Mile” from Data to Decisions

In this episode of #HRTechChat, Nicole Roberts (Senior Analyst & Advisor, 3Sixty Insights) is joined by David Edwards—strategic workforce planning practitioner, advisor, and author of The Strategic Workforce Planning Handbook—for a candid conversation about the gap between SWP theory and the messy reality of execution. David explains why strategic workforce planning still suffers from an identity crisis (too many definitions, too many expectations), and why organizations keep getting trapped in short-term thinking that freezes out long-term capability building. Together, they unpack why chasing “perfect data” can be just as risky as oversimplifying, and why the real skill leaders need—especially as AI accelerates planning inputs—is judgment: knowing what’s decision-grade, what matters most, and what to do next. The conversation also tackles the evolving role of managers, […]

#HRTechChat: Aman Kaur-Shaik on Why AI Adoption in HR Starts with Knowledge, Data, and Culture

In this episode of #HRTechChat, Dylan Teggart speaks with Aman Kaur-Shaik—HR Director at Nutrien, member of the 3SixtyInsights Global Executive Advisory Council, and a 2024 Global Top 100 HR Executive—about what it really takes for organizations to adopt AI successfully. Aman explains why the biggest barrier to AI adoption isn’t the technology itself, but the environment organizations have built around it. From fragmented knowledge bases and outdated policies to inconsistent data and unclear guardrails, many HR teams are trying to layer advanced AI tools on top of systems that were never designed for them. Together, they explore why the hype around AI is beginning to settle, how HR leaders can move from experimentation to practical adoption, and why starting with strong knowledge management and data […]

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Monthly Research Recap | February 2026

Recent Research: Research Agenda: Workforce Strategy, HR Enablement & HR Technology in an AI-Augmented World Nicole Roberts’ research agenda examines how workforce strategy, HR enablement, and HR technology are evolving as AI and automation reshape how work is performed and managed. The research focuses on enabling managers to lead effectively at scale, connecting skills and leadership capability to measurable business outcomes, designing HR–IT technology ecosystems that support AI-augmented work, navigating workforce transitions such as M&A and restructuring, and improving how organizations measure workforce performance to inform executive decision making. Grounded in practitioner experience and real-world case examples, the agenda emphasizes translating workforce data, technology investments, and workflow design into clearer decisions, stronger execution, and sustainable organizational capacity. Analyst Insight: Beyond Contact Data – How Apollo.io […]

Infographic: California Compliance – What’s the Difference and Why It Matters

California is increasingly operating under labor structures that require employers to manage compliance with far greater precision than federal standards alone. Higher minimum wages, daily overtime thresholds, and strict meal and rest break requirements mean compliance is no longer just a policy exercise, it is a direct payroll and operational consideration. Missed breaks and improperly tracked time can create immediate financial exposure, while daily overtime rules require more intentional workforce scheduling. For organizations expanding into or operating within California, compliance readiness now depends on accurate timekeeping, disciplined payroll execution, and HR infrastructure capable of supporting these elevated regulatory expectations.  

Nicole Roberts Contributes Analyst Perspective to HR Voices 2026 Compliance Report

As HR compliance grows more complex in 2026, Nicole Roberts, Principal HR Industry Analyst at 3Sixty Insights, emphasizes a critical reality: compliance technology is only as effective as the expertise guiding it. In the HR Voices: 2026 Regulatory Transformations and Disruptions in HR Compliance report, developed with OutSolve, Nicole highlights the widening gap between tool adoption and practitioner judgment. As organizations deploy more automation across HR and compliance workflows, validating outputs with experienced human oversight becomes essential. Nicole’s contribution centers on the operational risks emerging from overreliance on systems alone. “Tools can’t replace expertise,” she explains, noting that compliance teams must still interpret signals, validate decisions, and understand regulatory nuance beyond what dashboards and alerts can provide. This perspective reflects what many HR leaders are […]

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Market Alert: The EU’s New Pay Transparency Directive

The EU Pay Transparency Directive is a new set of rules that says companies operating in the European Union must be more transparent and consistent about pay, particularly to reduce unfair pay gaps, most notably gender pay gaps. Instead of pay being a bit of a “black box” where people only find out if they’re underpaid by accident, or after years, the directive pushes pay into the open in a few practical ways: Job seekers get pay info earlier: When you apply for a role, the employer has to tell you the pay range or starting pay early in the process, likely in the job posting, or at least before interviews. The idea is to reduce wasted time and end the guessing games in which […]

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Research Agenda: Workforce Strategy, HR Enablement & HR Technology in an AI-Augmented World

Analyst Overview Nicole brings more than 20 years of senior HR leadership experience, including serving as Chief People Officer and the first HR executive at several high-growth, private-equity–backed, and multi-site organizations. She has built HR functions from the ground up, led organizations through Mergers and Acquisitions (M&A) and rapid scaling, and evaluated, selected, and implemented a wide range of HR technologies as a buyer. She specializes in helping HR leaders translate workforce data into clear, executive-ready narratives that resonate with CEOs, CFOs, and private-equity stakeholders. In addition to her executive experience, Nicole serves as faculty with the Human Capital Institute, where she teaches courses in strategic workforce planning, talent acquisition, HR business partnering, change management, and leadership development. This work provides deep insight into the […]

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From Data Abundance to Decision Scarcity in Sales Intelligence

Sales teams have more data and more recommendations than ever. What they have less of is confidence in what to do next. Across GTM organizations, a consistent pattern is emerging: sales intelligence systems are excellent at surfacing signals, but far less effective at reducing decisions. The result is not ignorance, but hesitation. Not a lack of insight, but analysis paralysis. Sales intelligence has largely solved for visibility. It has not yet solved for conviction. Why this is happening now Over the past decade, sales intelligence vendors have steadily filled in every layer of the data stack. Conversation intelligence platforms like Gong introduced a powerful form of judgment scaffolding. They surface deal risk, coaching gaps, and behavioral signals that were previously invisible. For many teams, Gong […]

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Analyst Insight: From Skill to Practice – Why Manager Enablement Is Becoming HR’s Most Critical System Design Challenge

In a recent HRTechChat podcast conversation with Jeff Smith, PhD, COO of AI-powered performance management platform 15Five, a consistent theme emerged: the future of performance management and manager enablement will not be driven by more training, frameworks, or one-time interventions. It will be driven by system design that reinforces behavior continuously, in the flow of work. As HR teams face unprecedented pressure, from AI disruption and capacity constraints to escalating expectations placed on managers, traditional approaches to performance and leadership development are no longer sufficient. What organizations need now are mechanisms that turn expectations into daily practice, supported by technology that helps provide real-time feedback and augments human judgment rather than replacing it. Key Insights from the Conversation 1. HR Is at the Center of […]

#HRTechChat: Do More With Less Is Breaking Managers (and What to Do About It) — with JD Dillon

In this episode of #HRTechChat, Dylan Teggart is joined by JD Dillon—advisor, speaker, and author of The Modern Learning Ecosystem—to unpack the “do more with less” reality shaping work in 2026 and why managers are taking the brunt of it. JD explains how constant change, unclear AI mandates, and shrinking labor budgets are pressing frontline and middle managers from both sides—corporate demands on one side, team needs on the other. Together, they explore why traditional leadership development isn’t meeting the moment, why “engagement” is losing meaning as a guiding metric, and what actually helps organizations adapt when disruption hits. JD makes the case that if you’re going to prioritize one investment in the employee experience, make it managers—by giving them time, clarity, and permission to […]

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LinkdedLive: HR Bytes Workbreak | February 12th @ 12pm Eastern

Join 3Sixty Insights’ Nicole Roberts for an upcoming LinkedLive as they bring brief, digestible bytes on the 𝗛𝗥 𝗕𝘆𝘁𝗲𝘀 𝗪𝗼𝗿𝗸 𝗕𝗿𝗲𝗮𝗸. They will dive into the latest trends and innovations shaping the now and next of HR. They will also be discussing AI-Powered HR: From Hype to Implementation. BIG question on everyone’s mind, “How do we and our people build trust with these systems?” Learn more and register for the event here: HR Bytes Workbreak

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Monthly Research Recap | January 2026

Recent Research: Market Alert: Four Months In – What’s Really Taking Shape at Clari and Salesloft Four months after announcing their merger, Clari and Salesloft are signaling a disciplined, customer-first approach that prioritizes long-term value over rapid consolidation. Rather than forcing a unified interface or accelerated rebranding, the combined organization is focusing on unifying data and intelligence across platforms while respecting distinct revenue personas and workflows. This data-first, human-in-the-loop AI strategy positions agents and shared intelligence as the connective tissue across the revenue lifecycle, with enterprise governance and adoption at the core. The result is a measured integration that, if executed well, could redefine predictability and execution for modern revenue teams rather than simply delivering a larger revenue technology platform. Solution Spotlight: Verto and the […]