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 […]
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 […]
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 […]
Anatomy of a Decision: How One Customer Rebuilt Its Entire SDR Motion with Apollo.io
For most B2B SaaS companies, the SDR function is the daily engine of pipeline creation. For one Apollo.io customer, that engine had become fragile: over-reliant on email, constrained by tool sprawl, and misaligned with how modern buyers actually want to engage. What started as a narrow search for a fix to email deliverability became a full-scale rebuild of the customer’s sales development motion on Apollo. A Legacy SDR Engine Starts to Strain Apollo’s customer helps organizations deliver personalized, data-driven video experiences at scale, thereby increasing engagement, conversion, and long-term customer value. After nearly two decades in market and a long-established SDR organization, the customer had a mature outbound motion that had been refined over many years. But by early 2024, the cracks were hard to […]
Revenue Orchestration Is Replacing Point Solutions as the Unit of Value
Over the last year, one of the strongest signals emerging from ongoing GTM research has been a clear shift toward efficiency. Not incremental efficiency, but structural efficiency. GTM teams are under pressure to do more with fewer tools, fewer handoffs, and less operational drag. That pressure is reshaping buying behavior, stack design, and increasingly, the M&A landscape across B2B SaaS. Consolidation has become one of the clearest expressions of that shift. Not consolidation for scale alone, but consolidation in service of simpler workflows and clearer accountability. Buyers are showing less appetite for assembling best-in-class stacks and more interest in reducing complexity across how revenue is actually planned, executed, and measured. That context is what made the recent completion of Conga’s acquisition of the B2B business […]
Analyst Insight: Beyond Contact Data – How Apollo.io Is Rewiring the Sales Stack for the Efficiency Era
For years, Apollo.io was seen primarily as a data vendor. Most people who knew the name placed it next to ZoomInfo and Clearbit, assuming it was another place to find company and contact records. That framing made sense at the time, but it no longer fits the reality of what Apollo has become. What started as a large dataset of business contacts has quietly evolved into a single workspace for managing prospecting, outreach, and inbound sales workflows. The change reflects something larger happening across go-to-market teams everywhere. With budgets tightening and leaders under pressure to prove ROI on every line item, the modern stack is shrinking. Companies are asking one simple question: Why does this process need six tools when it could run in one? […]
#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 […]
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
Quietly Becoming the Differentiator in GTM
There is a reason sales reps still exist. There’s also a reason brands continue to rely on founders, executives, employees, and even public figures to carry their message. From celebrities lending credibility to consumer brands, to founders and operators becoming the public face of B2B companies, trust has always been transferred through people. People buy from people they trust. Not workflows. Not sequences. Not platforms. Even as go-to-market becomes more automated, that truth has not changed. If anything, it has become more visible. This tension came up repeatedly in recent conversations, including a GTM Innovators discussion with Joey Lai, where the conversation kept circling back to the same unease: Buyers are seeing more messages than ever, yet trusting fewer of them. The Signal Trust is […]
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 […]
Are GTM Teams Vibe Coding Before They Commit to Platforms Like Gainsight?
In many cases, GTM software underdelivers not because it lacks capability, but because teams commit to it before they are operationally ready to absorb it. That observation has been coming up with increasing frequency in recent conversations with customer success leaders, RevOps teams, and GTM executives. Not as a complaint about specific vendors, and not as a rejection of platforms altogether, but as a quieter shift in when buying decisions are made. Instead of moving directly from problem recognition to platform purchase, some teams are inserting a new step in between: building lightweight, AI-assisted internal tools to pressure-test workflows before committing to a full solution. What’s emerging looks less like “build versus buy” and more like “build to get ready.” Let’s Discuss a Recent Example This signal surfaced during a recent episode of the Prompted […]
HR Must Speak the Language of the Business or Be Excluded from the Decisions That Matter
HR leaders are not lacking insight, empathy, or strategic intent. What often limits their influence is not the absence of data, but the absence of shared language with the executives making organizational decisions. Even when HR has the right information, its impact can fall flat if those insights are not framed in terms that connect directly to how leaders think about performance, risk, and value creation. In a recent episode of HRTechChat, I spoke with Maria Scarangella, founder of Marstella and former Vice President of Talent and Enterprise Learning at GEICO. Our conversation explored a challenge many HR leaders intuitively understand but often struggle to address directly: HR is not sidelined because it lacks value. It is sidelined when its insights are framed in HR […]
When Organizational Change Becomes Organizational Damage
Over the past several months, I have been sharing a series of posts and videos focused on what I believe is one of the most troubling issues facing organizations today. It is not change itself. Change is necessary. In fact, years ago I wrote extensively about how organizations fail when they cannot keep pace with technology, competition, and shifting market dynamics. That belief has not changed. What has changed is the type of organizational change I am seeing. In many cases, it is so disruptive that it genuinely raises the question of how some businesses manage to stay operational, let alone profitable. One of the earliest themes I raised in this series was the rapidly shrinking tenure of executive leadership. CEOs, CROs, CMOs, and product […]
Community, Purpose, and the Time AI Gives Back
If you had ten more hours a week starting tomorrow, what would you do with them? Why not start now? A Hundred-Year-Old Warning About the Future of Work In 1930, right in the middle of the Great Depression, John Maynard Keynes, often described as the father of Keynesian economics, wrote an essay called Economic Possibilities for Our Grandchildren. It was an odd time to be thinking optimistically about the future. Jobs were disappearing, economies were struggling, and uncertainty was everywhere. Instead of focusing on short-term recovery, Keynes stepped back and asked a much bigger question. What happens to society when technological progress reduces the need for human labor? Keynes believed productivity would keep improving and that, over time, humanity would largely solve what he called the […]
AI Onboarding Is Becoming as Important as Employee Onboarding
AI is on, but the value is inconsistent. Across GTM teams, AI is everywhere. Copilots draft messages, models prioritize accounts, systems suggest next best actions, and forecasts increasingly rely on machine-driven insight. And yet, a familiar refrain keeps surfacing in conversations with operators and executives alike: sometimes it works, sometimes it doesn’t. This is often framed as an AI maturity problem. In practice, it looks more like an organizational readiness problem. After a year of pilots, labs, and real-world experimentation, the models themselves are no longer the primary constraint. They are improving quickly, shaped by widespread usage and constant iteration. The shift we are now seeing is not about whether AI works. It is about whether organizations are prepared to work with it at scale. […]
The Hidden Cost of Organizational Restructuring: A Caution to Executive Leaders
Early in the year, many executive teams confront what feels like an unavoidable reality: organizational restructuring. Budgets reset. Strategies are revisited. New leadership arrives. Pressure mounts to fix what is not working and accelerate progress toward new goals. On the surface, restructuring can feel decisive. It signals action. It creates the impression of transformation. And to be clear, restructuring does have its place. Done thoughtfully, it can unlock efficiencies, clarify accountability, and better align an organization to its market. However, after speaking with hundreds, if not thousands, of businesses across industries, both end users and vendors, I believe there is an uncomfortable truth many executives underestimate. Wide, sweeping organizational restructuring is one of the most disruptive actions a company can take, often with consequences that […]
When Enterprise Social Became the New Press Release Wire
Remember when social media felt creative? When brands experimented in public. When posts sounded human. When the goal was to learn what resonated, not just to avoid what might blow up. Maybe that’s just showing my age, or maybe it’s just having experienced a change in the way brands use social media over the last two decades. A bit of nostalgia if you will. Because enterprise social media did not die. It got professionalized. And in the process, it quietly became something else entirely. Enterprise Social Narrowed Instead of Expanding. It Got Safer. Enterprise social today looks less like a growth channel and more like a modern press release wire: approved messages, distributed at scale, optimized for consistency and safety rather than experimentation. This didn’t happen because social teams forgot how to be creative. It happened because the cost of being […]
When 80% Becomes Good Enough: How Categories Collapse Into Features
We are seeing more GTM categories compress into platform features, not because point solutions stopped innovating, but because platforms already own two advantages that are hard to overcome: the system of record and distribution. Once a platform owns where data lives and where work happens, it gains the ability to embed capabilities directly into existing workflows, bundle them into existing contracts, and price them at or near zero marginal cost. At that point, even a strong point solution faces a tougher question than feature parity: Is the incremental value worth the incremental cost and complexity? Why This Is Happening Now Several forces are reinforcing each other: Systems of record are consolidating. CRMs and revenue platforms increasingly serve as the canonical source of truth. Distribution has […]
Five AI Signals GTM Leaders Should Be Paying Attention to in 2026
In December, I had a conversation with Matthew Stein on the Agent.ai podcast about AI predictions for 2026. The discussion ranged across models, platforms, media, economics, and some fairly bold ideas about where things might break or consolidate next. On the surface, it was framed as a set of predictions. But as I revisited that conversation, what stood out was something more practical. Almost everything we talked about shows up directly in the day-to-day reality of go-to-market teams. Not as abstract future bets, but as signals that are already shaping how GTM leaders think about tooling, trust, productivity, and ROI. These are the same tensions I hear in conversations with CROs, CMOs, RevOps leaders, and heads of customer success who are trying to make sense of AI while still hitting numbers. So rather […]
Market Alert: Four Months In – What’s Really Taking Shape at Clari and Salesloft
When Clari and Salesloft announced their merger in early August, the immediate reaction across the market was predictable. Bigger platform. More data. More AI. Another consolidation move in an already crowded revenue technology landscape. Four months later, the more interesting story is not what was announced, but how deliberately the combined organization is choosing to execute. After spending time recently with Cameron Schuette, now Director of Analyst Relations at Clari + Salesloft, it is clear that this merger is being treated less like a branding event and more like a long-term product and data strategy. What is emerging feels disciplined, restrained, and intentionally customer-first. That is still rare in post-merger SaaS stories. The Core Design Choice: Data First, Personas Respected, Humans in Control If you […]