Brandon Hall Group Human Capital Management Excellence Conference

I’ll be moderating a session on Ethical Technology Implementation and Governance in Talent Management because this issue has reached a critical juncture. Technology’s power comes with profound responsibilities that could destroy your employer brand, create legal liability, and damage employee trust if you get it wrong. Good intentions aren’t enough. We need deliberate, ongoing safeguards.

Beyond the Hiring Hype

Most discussions about ethics in HR focus narrowly on recruiting and candidate screening. That’s understandable given the visibility and legal exposure of those functions. But this technology has permeated virtually every aspect of human resources: performance management systems that flag employees for improvement plans, learning platforms that recommend development paths, scheduling algorithms that distribute shifts, compensation tools that suggest salary ranges, and engagement surveys analyzed by machine learning models.

Each of these applications carries ethical implications. A system that identifies flight risks among your workforce might disproportionately flag certain demographic groups. A performance evaluation tool trained on historical ratings could perpetuate past biases about who gets top scores. A scheduling algorithm optimizing for business efficiency might inadvertently disadvantage employees with caregiving responsibilities.

The scope of technology in HR means the scope of potential harm extends far beyond who gets hired. It touches promotion decisions, compensation equity, development opportunities, and even who gets laid off during restructuring. Biased algorithms can undo years of work to ensure fair access to opportunities, systematically disadvantage specific generations or demographic groups, and perpetuate inequities that exclude talent from growth.

The Hidden Nature of Bias

Here’s what makes technology ethics so challenging: the bias often isn’t obvious. A system might systematically disadvantage older workers, working parents, or certain demographic groups without anyone noticing until significant damage has been done.

Most HR departments don’t truly understand how their tools work. We know what they promise to deliver. We can see the outputs they generate. But the decision-making process inside the algorithm? That’s often a mystery, even to the vendors who built them.

This creates an accountability gap. When a tool recommends promoting one employee over another, can you explain why? When it suggests a particular salary for a new hire, do you understand what factors drove that number? When it identifies someone as a retention risk, do you know what patterns it detected?

If you can’t answer these questions, you’re not in control of your HR decisions. The algorithm is. And that algorithmic control can limit upskilling access to certain groups, block talent mobility for protected populations, undermine talent readiness by restricting development opportunities, and reduce organizational talent agility by creating invisible barriers.

The Broader Impact on Culture and Trust

The consequences extend beyond individual employment decisions. Privacy violations and opaque decision-making expose you to legal action. But there’s something equally damaging happening beneath the surface: the erosion of the very culture elements organizations claim to value most.

Biased systems undermine wellness by creating unfair stress. They damage the psychological safety needed for innovation labs to function effectively. They erode the trust essential for social and collaborative learning across multi-generational teams. When employees suspect that automated systems are making unfair decisions about their careers, they disengage from the collaborative behaviors that drive innovation.

Organizations racing to implement HR technology are often dangerously unprepared for these complexities. They’re so focused on competitive advantage and efficiency gains that they overlook the ethical foundations required for sustainable implementation.

What Safeguarding Actually Requires

Creating genuine safeguards in HR isn’t about checking compliance boxes. It’s about building a culture of intentional oversight and continuous questioning. In our conference session, we’ll explore practical frameworks based on organizations that have thoughtfully implemented technology with strong ethical guardrails ensuring inclusive outcomes. Here’s what that foundation looks like:

Demand Transparency Before Deployment

Before implementing any tool, insist on understanding its logic. What data does it use? What patterns does it look for? What assumptions are baked into its design? If a vendor can’t or won’t explain how their system works, that should disqualify them from consideration.

This is where most organizations fail in their vendor selection process. They evaluate features, negotiate pricing, and review implementation timelines without ever asking the critical ethical questions. Does the vendor conduct independent bias audits? Can they demonstrate how their system performs across different demographic groups? What happens when their algorithm produces a discriminatory outcome?

The vendors who bristle at these questions or hide behind claims of proprietary algorithms are telling you something important: they haven’t prioritized ethics in their development process. The solution providers using technology properly will welcome your scrutiny. They’ll provide documentation of their testing methodologies, share results of bias audits, and explain their governance frameworks.

This transparency requirement applies equally to hiring tools, performance management systems, workforce planning algorithms, and any other technology touching employee decisions. You’re not looking for technical documentation that only data scientists can parse. You need clear explanations of what the system considers and why. Employees need to understand and trust technology-driven systems, which requires explainability from the start.

Understand How Bias Enters Systems

Bias doesn’t appear magically. It enters through data, algorithms, and implementation choices. The training data might reflect historical patterns of discrimination. The algorithm might weight certain factors in ways that disadvantage specific groups. The implementation might lack safeguards that catch problematic outcomes.

You need strategies to prevent bias at each of these entry points. That means scrutinizing your historical data for patterns of inequity before using it to train systems. It means testing algorithms across demographic categories before deployment. It means establishing checkpoints during implementation that surface problems early.

Establish Human Judgment as Non-Negotiable

These systems should inform decisions, never make them autonomously. This principle sounds obvious but gets violated constantly in practice. When systems automatically reject applications, flag performance issues, or route employees to certain career tracks, they’re making decisions without meaningful human review.

Meaningful human oversight means having trained personnel who understand the recommendations, can evaluate them critically, and have genuine authority to override them. It means creating space and time for that judgment to occur. It means measuring managers not on how efficiently they process recommendations but on the quality of their decision-making.

Monitor for Unintended Patterns Across Generations

These tools don’t remain static. They learn, adapt, and evolve. An algorithm that performs fairly at implementation might develop problematic patterns over time. Regular auditing isn’t optional.

These audits should examine outcomes across demographic categories, with particular attention to how systems affect multi-generational workforces. Are certain age groups disproportionately receiving negative performance ratings? Are development opportunities being distributed equitably? Are promotion rates consistent across demographics at similar performance levels?

The goal isn’t to find problems. The goal is to know whether problems exist so you can address them before they become systemic.

Protect Privacy While Using Employee Data

Advanced technology requires data. Learning personalization needs information about employee skills and preferences. Performance management systems analyze work patterns. The question isn’t whether to use employee data but how to use it responsibly.

Establish clear privacy protection requirements for when employee data feeds system training and decision-making. Employees should know what data you’re collecting, how it’s being used, and who has access to it. Data minimization principles apply: collect only what you need, keep it only as long as necessary, and secure it appropriately.

Create Governance Models That Support Innovation

Ethical frameworks aren’t constraints on innovation. They’re prerequisites for sustainable implementation. You need governance models ensuring responsible technology use that protects the collaborative learning cultures organizations depend on.

This governance requires cross-functional collaboration between HR, legal, IT, data privacy, and executive leadership. Regular meetings should review deployments, discuss emerging concerns, and make decisions about new implementations. When everyone shares responsibility, critical issues are less likely to slip through the cracks.

Part of this governance involves ongoing vendor management. Your relationship with solution providers shouldn’t end at contract signing. Establish quarterly reviews where vendors report on system performance across demographic categories, share any bias detected and remediated, and discuss algorithm updates that might affect outcomes. Build contractual requirements for this transparency. The providers committed to using technology ethically will view this as partnership, not burden.

Evaluate Vendor Accountability and Responsiveness

When choosing solution providers, assess not just their current product but their commitment to addressing problems when they emerge. Ask pointed questions: What happens if we discover bias in your system six months after implementation? Who bears the liability? How quickly can you investigate and remediate? Do you have dedicated teams focused on algorithmic fairness?

Request references from other organizations using their tools, and ask those references specifically about the vendor’s responsiveness to ethical concerns. Have they ever discovered bias? How did the vendor respond? Were fixes implemented promptly? Did the vendor take responsibility or deflect?

The best solution providers treat ethics as a competitive advantage. They proactively test for bias, publish transparency reports, engage third-party auditors, and maintain dedicated ethics teams. They understand that responsible technology use protects both their clients and their own reputation.

Connect Technology Ethics to Broader Organizational Goals

Technology ethics doesn’t exist in isolation. It connects directly to wellness initiatives (preventing unfair stress from biased systems), inclusion efforts (ensuring equity across diverse populations), and innovation strategies (maintaining the trust required for effective collaboration).

Organizations that successfully implement technology with strong ethical guardrails recognize these connections. They see that fair algorithms support wellness by reducing arbitrary performance pressure. They understand that equitable systems enable inclusion by removing barriers to opportunity. They know that transparent technology maintains the psychological safety innovation requires.

Learning From Success and Failure

In our session at the Brandon Hall Group Human Capital Management Excellence Conference, we’ll examine real examples of both responsible implementation and cautionary tales of failures. The organizations defending themselves in court didn’t think they were doing anything wrong. They believed they were modernizing, becoming more efficient, making better use of data. They trusted their vendors and assumed compliance would follow.

They learned that assumption was expensive. Legal and regulatory considerations for technology in employment and development contexts have become increasingly complex. What was acceptable two years ago might violate current standards. What seems harmless today might trigger lawsuits tomorrow.

But beyond legal exposure, there’s a deeper issue: trust. Employees who believe they’ve been unfairly evaluated by an algorithm, passed over for opportunities due to automated decisions, or disadvantaged by systems they don’t understand lose faith in their employers. That erosion of trust damages engagement, retention, and culture in ways that far exceed any efficiency gains technology might provide.

Building Your Ethical Framework

The session objectives reflect what HR leaders need most: practical guidance for building ethical frameworks appropriate for their organizational values. You need to identify and mitigate bias risks before they cause harm to any group. You need to establish governance ensuring responsible use that supports wellness, inclusion, and innovation across generations. You need to balance innovation and competitive advantage with ethical responsibility and legal compliance.

Most importantly, you need to create employee trust in the systems making decisions about their careers. Without that trust, even the most technically sophisticated implementation will fail to deliver its promised benefits.

Your safeguards should enable you to leverage strengths while remaining vigilant about weaknesses. They should position HR as the ethical steward in your organization, setting standards that other functions can follow.

The Path Forward

The choice isn’t between using this technology or avoiding it. It’s already embedded in HR, and that integration will only deepen. The choice is between using it thoughtfully, with robust safeguards and ongoing oversight, or using it carelessly and hoping for the best.

Only one of those paths is sustainable. Only one protects both your employees and your organization. And only one aligns with the ethical responsibility that comes with managing human capital in an increasingly automated world.

As we convene at the Brandon Hall Group Human Capital Management Excellence Conference in February, we’ll be exploring these challenges with practitioners who are navigating them in real time. The organizations succeeding aren’t those with the most advanced technology. They’re the ones who’ve built the strongest ethical foundations beneath that technology.

The future of work will be shaped by algorithms and automation. But the future of ethical work will be shaped by the guardrails we build today. Join us as we explore how to build those guardrails effectively, protecting your organization while unleashing technology’s potential to create more equitable, effective talent management practices.

The post Safeguarding Your HR Department’s Use of AI: <br/> Building an Ethical Framework appeared first on Brandon Hall Group.

Retail managers spend an average of 10 hours per week on scheduling. That’s not management — it’s administrative overhead. While their teams handle customers, inventory and sales targets, these leaders sit in back offices adjusting shifts.

Brandon Hall Group spoke recently with Mitri Dahdaly, VP of Strategy and New Verticals at Legion Technologies, and VP of Product Marketing Malysa O’Connor. The conversation revealed that Legion has spent nearly a decade building workforce management technology that treats labor optimization and employee satisfaction as complementary goals, not competing priorities.

The discussion was one of 15-20 provider briefings Brandon Hall Group conducts weekly. Legion has earned multiple awards in the Excellence Awards programs, including recognition for their AI-driven approach to workforce management.

The Retail Labor Management Problem

Walk into any retail location and you’ll see the symptoms: understaffed shifts during peak periods, overworked managers, high turnover and inconsistent customer experiences. The root cause is legacy workforce management systems that automate processes but don’t make decisions.

Here’s the current competitive landscape:

UKG (Ultimate Kronos Group) dominates retail workforce management with UKG Pro, offering time and attendance capabilities integrated with broader HCM functionality. Their strength is deep payroll integration and enterprise-scale deployments.

Workday brings enterprise capability with strong financial and HR integration, making it attractive for organizations seeking unified platforms. Their workforce management capabilities serve large enterprises for basic scheduling needs.

Blue Yonder (formerly JDA) built its reputation on supply chain optimization and extended into workforce management. They understand retail operations and offer planning tools, though they’ve largely stepped back from competing aggressively in frontline scheduling.

Quinyx provides workforce management with European regulatory expertise and mobile-first employee experiences. They’ve gained traction in retail and hospitality with modern interfaces and solid scheduling capabilities.

Logile specializes in labor management for grocery and retail, with particular strength in forecasting and budgeting. Their technology requires significant manual intervention.

Decision Automation vs. Process Automation

Every legacy vendor claims they “automate scheduling.” What they actually do is process automation — running forecasts, generating schedules and auto-approving certain time-off requests based on simple rules.

Legion built something different: decision automation powered by AI models. Here’s what that means:

Data pipeline intelligence. Most workforce management systems demand clean data as a prerequisite. That requires customers to detect anomalies, identify outliers, cleanse missing data and define special events before forecasting can begin.

Legion ingests raw data in whatever format exists, then applies models for automatic anomaly detection, outlier identification and event tagging. The system correlates historical data with external sources, including weather and local events, without manual configuration. This eliminates the need for dedicated data science teams just to feed the workforce management system.

Constraint-based scheduling. The platform considers multiple variables simultaneously: business demand, labor standards, employee preferences, skills and certifications, union rules, regulatory requirements and budget constraints.

Rather than presenting all available shifts to employees, the system curates shift offerings based on individual preferences, past behavior and probability of acceptance. As employees swipe left or right on shift offers — similar to consumer apps — the system learns and refines recommendations in real-time.

Contextual AI assistants. Purpose-built assistants handle specific tasks: schedule summaries, forecast explanations, shift editing, content authoring and translation. They’re trained on the semantics of Legion’s optimization models and can explain why specific scheduling decisions were made.

Managers can ask natural language questions like “Why is my forecast 20% higher than normal?” and receive explanations that reference detected events, promotions and historical patterns. Legion customers report significant reductions in the time managers spend on scheduling administration, freeing them for coaching, customer interaction and actual store management.

Who Benefits Most

Legion’s customer base reveals clear patterns about where this approach delivers maximum value:

High-Variability Retail Operations. Convenience stores, specialty retail and footwear brands face unpredictable demand swings and need sophisticated forecasting to avoid chronic overstaffing or understaffing.

Multi-National Retail Brands. Organizations deploying across 20+ countries with complex regulatory environments, companies needing consistent scheduling practices across diverse locations, and retailers managing multiple brands under one corporate umbrella. Legion currently supports 32 languages.

Quick-Service and Food Retail. Restaurants with high transaction volumes and tight labor margins, operations where small scheduling improvements generate substantial cost savings, and environments where employee turnover directly impacts customer experience.

Distribution and Fulfillment Operations. Warehouse environments with dynamic labor needs, distribution centers supporting retail operations, and pick, pack and ship operations requiring flexible scheduling.

Healthcare and Education Services. Veterinary hospital chains managing multiple locations, early childhood education providers with complex staffing requirements, and any service operation balancing professional certifications with variable demand.

The common thread: operations with genuinely variable demand, dispersed hourly workforces and business models where small efficiency gains or turnover reductions create significant financial impact.

Translating Innovation Into Market Position

During the briefing, a question emerged about how Legion communicates its data pipeline advantage. The company’s capability to automatically cleanse data, detect anomalies and correlate external factors without requiring data science resources represents a significant differentiator that deserves more prominent positioning, according to Brandon Hall Group analysts.

Through our Strategic Marketing Services for solution providers, Brandon Hall Group helps technology vendors like Legion translate technical capabilities into compelling market narratives that resonate with buyers.

The strategic question for buyers: Do you need an all-in-one HCM platform with integrated workforce management, or best-of-breed optimization that connects to your existing systems?

For organizations where labor is the largest controllable expense and schedule quality directly impacts both costs and revenue, Legion’s specialization makes sense. Their extensible platform connects to existing HCM systems, including partnerships with SAP, without requiring full replacement.

What’s particularly notable is their approach to international expansion. Rather than just translating software, they’re deploying go-to-market teams in Europe with localized support. Their recent win with European food delivery company Wolt (owned by DoorDash) opens doors into broader fulfillment and logistics applications beyond traditional retail.

The time and attendance challenge Legion mentioned in the briefing is real. Competitors position their payroll integration as a reason not to take risks with forecasting and scheduling innovation. Legion’s counter needs to be demonstrable ROI from better schedules and retention, not just feature parity on time tracking.

Organizations evaluating workforce management platforms benefit from accessing independent research and benchmarking data. Through our Enterprise Membership program, corporate HR and operations teams gain access to Brandon Hall Group’s extensive technology database and advisory support to navigate these complex buying decisions.

Looking Ahead

The workforce management market is evolving quickly. AI is enabling a fundamentally different approach to how organizations plan and deploy labor. The question isn’t whether to use AI for workforce management, but which vendor has built their AI strategy around solving real operational problems rather than chasing technology trends.

Legion’s nine-year focus on turning “hourly jobs into good jobs” through intelligent automation has produced a platform that retail and service organizations should evaluate seriously, particularly those struggling with turnover, inconsistent service delivery or managers drowning in scheduling administration.

For companies where labor represents 50-70% of operating costs and frontline workforce stability drives customer experience, the business case for optimization-native workforce management deserves close examination. The technology has matured beyond early-adopter risk into proven capability at scale.

For organizations evaluating learning technology infrastructure or vendors considering strategic partnerships, Brandon Hall Group provides independent research and advisory services to help navigate these complex decisions.

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The coaching industry has long operated under a fundamental constraint: high-quality coaching has been largely the domain of executives and senior leaders. While organizations recognize the transformative power of coaching, the economics simply don’t work for extending this service to the broader workforce. A typical large enterprise might spend several hundred million dollars annually to provide coaching to 100,000 employees – a non-starter for most organizations.

CoachHub, a global leader in digital coaching with over 3,500 certified business coaches across 90 countries, believes it has cracked this code with AIMY, its AI-powered coaching solution, which has just reached general availability. After two years of development and extensive testing with over 40,000 research users, AIMY represents CoachHub’s ambitious vision to democratize coaching and make it accessible to anyone, anywhere, at any time.

Overview of CoachHub and AIMY

Founded in 2018, CoachHub has established itself as a leading platform for enterprise coaching, having raised $330 million in funding with backing from SoftBank Vision Fund 2 and Sofina. The company’s human coaching services already support 15-20% of the workforce in client organizations – primarily managers, high-potential employees, and executives. AIMY is designed to extend coaching support to the remaining 80% of the workforce: the individual contributors who form the backbone of most organizations.

Built from the ground up with AI at its core, powered by Microsoft Azure, AIMY leverages behavioral science frameworks, partnership with the International Coach Federation (ICF), and insights from CoachHub’s extensive coaching database to deliver personalized, contextually relevant coaching conversations. The solution integrates with CoachHub’s existing platform, creating what the company positions as a comprehensive coaching ecosystem that serves employees at all levels.

Unique Value Proposition

What sets AIMY apart is its foundation in proven coaching methodologies rather than generic AI assistance. As Hilary Aylesworth, CoachHub’s Chief Product and Technology Officer, emphasized during a recent briefing, “ChatGPT is not peer-reviewed. It’s going to find information from any corner of the internet and spit it to you. There isn’t a framework in place to understand how a coaching principle aligns with the leadership styles that a particular business wants to promote.”

AIMY addresses three critical market needs:

• Scalability: Organizations can now provide coaching-level support to their entire workforce without the prohibitive costs of human coaching. The solution maintains coaching best practices while making them accessible at scale.
• Personalization: Unlike generic development tools, AIMY learns individual communication styles, career aspirations, and professional contexts to deliver truly personalized coaching experiences.
• Integration with existing workflows: Rather than being another standalone tool, AIMY integrates into the flow of work, making coaching a natural part of daily professional development rather than an occasional formal exercise.

Key Features and Capabilities

AIMY offers several distinct coaching modes designed to meet different workplace needs:

• Situational coaching helps employees navigate specific workplace challenges, from difficult conversations to performance issues. The AI coach uses established frameworks to guide users through reflection and action planning, making it particularly valuable for addressing in-the-moment workplace situations.
• Goal setting and tracking break down broad professional aspirations into actionable milestones. This feature embodies what Aylesworth calls “just one percent better every week” – the idea that small, consistent improvements aggregate into significant professional growth over time.
• Role play and practice provide a safe space for employees to rehearse challenging conversations or scenarios. During beta testing, 74% of users leveraged role play for delivering feedback, while 52% used it to practice conversations with their managers, highlighting the demand for safe practice environments.

The platform’s personalization begins with an onboarding process that assesses communication styles, career stage and professional goals. Users can select from different AI coach avatars and voice options, creating a coaching relationship that feels authentic and engaging. The system supports over 60 languages and adapts its communication style to match individual preferences.

Advanced analytics and integration give organizations visibility into development trends across their workforce. HR leaders can see anonymized data about coaching topics, engagement levels and skill development patterns – valuable insights for broader learning and development strategy.

Innovations

CoachHub designed AIMY with artificial intelligence as the foundational technology. This approach enables more sophisticated personalization and contextual understanding.

The platform’s emphasis on behavioral science and proven coaching frameworks differentiates it from generic AI assistants. AIMY incorporates peer-reviewed coaching methodologies and maintains ethical boundaries – for example, it won’t provide advice on health or mental health issues, instead directing users to appropriate professional resources.

The integration with CoachHub’s existing ecosystem creates a unique value proposition. Organizations can provide AI coaching to their broader workforce while maintaining human coaching for senior leaders, creating a coherent coaching strategy across all organizational levels.

Benefits for Potential Clients

The platform addresses common organizational challenges around professional development. Many employees report that their managers don’t understand their career goals. AIMY helps bridge this gap by facilitating career vision exercises and providing frameworks for development conversations.

For HR leaders, AIMY provides valuable workforce insights while requiring minimal administrative overhead. The platform’s analytics capabilities help organizations understand skill development trends and identify areas where additional support might be needed.

The rapid implementation timeline – weeks rather than months – makes AIMY attractive for organizations needing quick wins or facing urgent development needs due to retirements or skills gaps.

Market Context

Most AI coaching solutions fall into two categories: those that add AI features to existing platforms (like performance management or learning systems) and those built specifically as AI coaching platforms. The latter category remains relatively small but is seeing increased investment and interest from enterprise clients seeking scalable coaching solutions. Here is an overview of selected solutions:

Attensi is an AI-powered gamified simulation training platform that focuses on “learning by doing” in virtual 3D environments. AI coaching comes through Attensi REALTALK, which allows users to practice conversations with realistic virtual humans powered by generative AI.

BetterUp leads the coaching market with over $1.7 billion in valuation and launched an AI coaching offering in January 2025, positioning itself as “the only platform to offer a complete approach to development” by combining always-on AI access with human coaching expertise. BetterUp’s AI has been core to their platform for over a decade, using insights from 4+ million coaching sessions and a network of 4,000+ ICF-certified coaches.

CAISY by Skillsoft was released in 2023. It is an AI-powered coach that creates a supportive environment for practicing challenging work-related conversations. Like AIMY, CAISY provides direct AI coaching experiences where users engage in conversations with AI coaches rather than just receiving insights from human coaches. CAISY focuses specifically on practicing challenging workplace conversations in a “safe environment” without fear of consequences.

Marlee, based in Australia, was launched in 2020 and is the first AI coach. Based on 20+ years of evidence-based research, Marlee offers both assessment and development capabilities, with a focus on collaboration and performance coaching.  Unlike other platforms, Marlee provides extensive free offerings and uses AI to provide fully tailored coaching pathways for both personal and professional goals.

Nadia by Valence is specifically designed as an AI leadership coach that provides always-on, personalized, and actionable guidance. Available in 50+ languages, Nadia uses voice-driven interactions and is designed to learn who you are, how you work, and how to help.

Rocky.ai is an AI coaching platform that offers business coaching solutions. It provides a white-label AI coaching platform that allows coaches and companies to create their own branded AI coaching apps, with features like leadership development, communication skills mastery, onboarding, mentoring, and role-play simulations.

Torch offers a program-centric approach that combines individual coaching with group learning, using AI-powered insights to analyze coaching sessions and provide anonymized insights across organizations. Torch differentiates itself by embedding coaching into structured development programs rather than just providing standalone coaching services.

What Makes AIMY Stand Out and Areas for Development

AIMY’s primary differentiator lies in its deep coaching heritage and AI-first architecture. CoachHub built AIMY from the ground up with artificial intelligence as the core technology, enabling more sophisticated personalization and contextual understanding.

The partnership with the ICF and extensive testing with over 40,000 research users provides credibility that pure technology companies often lack. However, AIMY has some development challenges.

The voice recognition capabilities, while functional, require refinement to match the polish of consumer AI assistants that users now expect. The platform would benefit from deeper HR system integrations beyond basic implementation. While AIMY can be deployed quickly, more sophisticated integration with performance management systems, skills frameworks, and career progression tools would strengthen its enterprise value proposition. AIMY’s analytics capabilities, while solid, could be enhanced with predictive insights about employee development trajectories and career progression recommendations.

Who Should Consider CoachHub’s AIMY

AIMY appears well-suited for several types of organizations:

• Large enterprises struggling with the economics of coaching will find AIMY’s scalability compelling. Organizations with 10,000+ employees can provide coaching-level support to their entire workforce without the prohibitive costs of human coaching.
• Companies undergoing rapid change, whether through growth, digital transformation or industry disruption, will benefit from AIMY’s ability to provide consistent development support during periods of uncertainty.
• Organizations with limited L&D resources can leverage AIMY to provide sophisticated development planning without requiring extensive internal expertise or program management.
• Companies emphasizing internal mobility will appreciate AIMY’s goal-setting and career development features, which help employees understand advancement pathways and required skill development.
• Mid-market organizations that have outgrown basic HR tools but aren’t ready for enterprise-level complexity represent a particular sweet spot for CoachHub. These companies often need more sophisticated development capabilities than basic platforms provide but lack the resources for extensive human coaching programs.

CoachHub’s AIMY represents a step toward democratizing access to high-quality coaching. By combining proven coaching methodologies with AI-powered personalization and scalability, the platform addresses a market need while maintaining the quality and ethical standards that effective coaching requires.

The post CoachHub Democratizes Coaching with AIMY:</br> AI-Powered Coaching for the Entire Workforce appeared first on Brandon Hall Group.

Organizations face a pivotal moment in employee engagement where traditional approaches no longer suffice. Our research shows that organizations achieving exceptional engagement levels are those that have fundamentally reimagined their approach, moving beyond periodic surveys and generic initiatives to create deeply personalized experiences that connect individual purpose with organizational mission. The convergence of changing workforce expectations, technological advancement, and evolving business needs has created an unprecedented opportunity to transform engagement from a HR metric into a true business driver. Leading organizations are leveraging this moment to build engagement strategies that not only retain top talent but inspire them to contribute their best work and grow with the organization.

Complexities

Organizations are navigating a complex landscape of talent engagement challenges, as evidenced by Brandon Hall Group’s extensive research. Our data reveals several intersecting challenges that require sophisticated solutions:

• Multi-generational talent expectations, with 93% of organizations reporting new job roles requiring skills not previously needed.
• Technology integration barriers, with 59% of organizations citing data privacy/security concerns and lack of AI expertise as primary challenges.
• Skill development urgency, with 98% of large organizations (over 5,000 employees) and 89% of smaller organizations reporting critical new skill requirements.
• Implementation challenges, with 37% of organizations struggling with technical complexity and budget constraints in adopting new technologies.
• Strategic alignment pressures, with only 32% of organizations successfully improving alignment between talent strategy and business goals.
• Employee well-being integration, with 88% of organizations rating wellness as at least a moderate priority and 48% ranking it as their top priority.
• Change management hurdles, with 12% of organizations facing resistance from both leadership and employees in adopting new technologies.
• Performance management evolution, with 45% of organizations moving toward continuous performance management models (Brandon Hall Group Study, HCM Outlook 2025).

Implications

The implications of these evolving engagement dynamics require organizations to fundamentally rethink their approach to talent retention and motivation. Success demands moving beyond traditional engagement surveys and annual initiatives to create a comprehensive, ongoing engagement strategy that touches every aspect of the employee experience. Organizations must invest in technologies that enable personalization while maintaining human connection, develop leaders capable of fostering engagement in various work environments, and create clear links between individual contributions and organizational success. This requires a shift from viewing engagement as an HR responsibility to making it a core business strategy, with accountability at all leadership levels.

Critical Questions

As organizations navigate this transformation in employee engagement, several critical questions emerge:

1. How can organizations create engagement strategies that resonate across diverse workforce segments?
2. What role should technology play in fostering meaningful connections and engagement?
3. How can leaders effectively measure and demonstrate engagement’s impact on business outcomes?
4. What strategies ensure engagement initiatives remain sustainable and evolving?
5. How can organizations balance personalization with scalability in engagement programs?
6. What leadership capabilities are essential for driving sustained engagement?

Brandon Hall Group Point of View:

01 Build a Culture of Continuous Connection

Regular touchpoints and feedback mechanisms must replace annual engagement surveys. Organizations should implement real-time feedback systems, regular check-ins, and multiple channels for employee voice. This creates an environment where engagement is constantly monitored and nurtured, allowing for quick adjustments and personalized interventions. The focus should be on building genuine connections that make employees feel valued and heard.

02 Empower Leaders as Engagement Catalysts

Leadership development must prioritize engagement-building capabilities. Leaders need training in emotional intelligence, active listening, and coaching skills to effectively drive engagement in various work environments. Organizations should provide leaders with tools and dashboards to monitor team engagement and equip them with resources to address engagement challenges proactively.

03 Create Meaningful Growth Opportunities

Career development must be reimagined as an engagement driver. Organizations should create visible career paths, provide stretch assignments, and offer learning opportunities aligned with both individual aspirations and organizational needs. This includes implementing skill-based career frameworks that allow for both vertical and horizontal growth, supported by mentoring and coaching programs.

04 Leverage Technology Thoughtfully

Technology should enhance, not replace, human connection in engagement initiatives. Organizations should invest in platforms that facilitate collaboration, recognition, and feedback while ensuring these tools support rather than detract from meaningful interactions. The focus should be on using technology to scale personalization and provide insights while maintaining authentic human connections.

05 Align Individual Purpose with Organizational Mission

Organizations must create clear connections between employee work and organizational impact. This involves regular communication of organizational goals, celebration of individual and team contributions, and opportunities for employees to shape the organization’s future. Leaders should help employees understand how their role contributes to broader organizational success.

06 Prioritize Holistic Well-being

Engagement strategies must encompass all aspects of employee well-being. Organizations should implement comprehensive well-being programs that address physical, mental, and financial health. This includes flexible work arrangements, mental health resources, and financial wellness programs, all integrated into the overall engagement strategy.

07 Measure and Iterate Continuously

Organizations need sophisticated metrics to track engagement’s business impact. This involves developing comprehensive dashboards that connect engagement metrics with business outcomes, regularly gathering feedback through multiple channels, and using predictive analytics to identify engagement trends and risks. The focus should be on using data to drive continuous improvement in engagement strategies.

These approaches, when implemented comprehensively and consistently, create an environment where engagement naturally flourishes, and top talent chooses to stay and grow with the organization. The key is to view engagement not as a program but as a fundamental way of operating that puts people at the center of organizational success.

The post Engagement Strategies for the Emerging Workforce appeared first on Brandon Hall Group.

TalentNeuron is a leading provider of labor market analytics, delivering high-fidelity talent data on a global scale. With the recent acquisition of HRForecast, TalentNeuron now offers the first end-to-end strategic workforce planning platform that integrates internal workforce data with external labor market intelligence.

This comprehensive solution empowers businesses to make informed decisions regarding talent management, workforce planning and skills development, ensuring they remain competitive and agile in today’s rapidly evolving business landscape.

TalentNeuron’s strategic workforce planning platform addresses the growing need for businesses to proactively plan for their future workforce needs. By combining internal and external talent data, the platform allows organizations to:

• Forecast future talent needs: Analyze historical data, current trends, and future business scenarios to accurately predict future talent demands.
• Identify skills gaps: Assess current employee skills against future requirements to pinpoint areas for upskilling and reskilling initiatives.
• Optimize workforce allocation: Strategically allocate resources and talent to ensure the right people are in the right roles at the right time.
• Improve talent acquisition: Leverage real-time labor market data to identify and attract top talent with the necessary skills.
• Enhance employee engagement: Facilitate internal talent mobility and development opportunities through a built-in talent marketplace.

This integrated approach enables businesses to move beyond reactive workforce management and adopt a proactive strategy that aligns talent with business objectives.

David Wilkins, Chief Product Officer for TalentNeuron, frames this as a new solution category. “The last 20 years of digital transformation efforts have led a new era of workforce transformation where companies are wrestling with impacts of automation and AI agents, global talent pools, global talent competition, and an ever-increasing rate of skill evolution. Our mission is to help our clients navigate the future of work. To meet this challenge, we need help clients move beyond siloed views of internal and external talent and toward a consolidated set of workforce planning and execution tools that rely on common skills and job architecture frameworks.”

Company Overview:

TalentNeuron, a Leeds Equity portfolio company, is revolutionizing HR analytics by providing comprehensive labor market data and strategic workforce planning solutions. Their platform offers unparalleled global coverage, representing countries that account for over 91% of the world’s GDP.

Through advanced AI and machine learning, TalentNeuron processes vast amounts of data to deliver actionable insights for workforce planning, skills analysis, location optimization, DEI initiatives, and sourcing strategies. The recent acquisition of HRForecast, a leading provider of strategic workforce planning and skills management software, has further strengthened TalentNeuron’s position as a market leader.

This combination creates the industry’s most comprehensive software and dataset for strategic workforce planning, empowering businesses to effectively navigate the complexities of the modern workforce.

Key highlights of TalentNeuron’s Strategic Workforce Planning Platform include:

• Unparalleled Global Labor Market Data: Access to extensive, high-fidelity talent data covering a vast majority of the global economy, enabling informed decision-making on a global scale. This allows businesses to understand talent availability, skills distribution, and compensation benchmarks across different regions.
• AI-Powered Predictive Analytics: Leverage advanced AI and machine learning algorithms to forecast future talent needs, identify emerging skills gaps, and model various workforce scenarios. This helps organizations proactively address potential talent shortages and optimize their workforce strategy.
• Integrated Internal and External Talent Data: Combine internal workforce data with external labor market intelligence in a unified platform, providing a holistic view of talent availability and demand. This enables data-driven decisions regarding talent acquisition, development, and deployment.
• End-to-End Strategic Workforce Planning: A comprehensive solution that covers the entire spectrum of workforce planning, from demand planning and scenario modeling to skills development and strategic hiring. This streamlines the planning process and ensures alignment between workforce strategy and business objectives.
• Internal Talent Marketplace: Facilitate internal talent mobility and career development through a built-in talent marketplace. This empowers employees to explore new opportunities, acquire new skills, and contribute their talents more effectively within the organization.

TalentNeuron’s strategic workforce planning platform empowers businesses to effectively address the challenges of the modern workforce, such as talent shortages, skills gaps, and the impact of automation and AI.

By providing comprehensive data, predictive analytics, and integrated planning tools, TalentNeuron enables organizations to optimize their workforce strategy, enhance employee engagement and achieve their business goals.

“One of the things we consistently hear from leading organizations is that workforce strategy is business strategy, but the toolkits required to connect the dots between the business strategy and workforce transformation are still missing. With this acquisition, TalentNeuron is bringing together the technologies and data frameworks to finally make this possible.” said Michael Rochelle, Chief Strategy Officer and Principal Analyst, Brandon Hall Group.

This unique combination of internal and external talent data, coupled with advanced analytics, positions TalentNeuron as a key player in the evolving HR technology landscape, with significant potential for future growth and impact.

The post TalentNeuron Acquires HRForecast to Create</br> First End-to-End Strategic Workforce Planning Platform appeared first on Brandon Hall Group.

Vantage Circle is a leading provider of employee engagement platforms that help organizations create a more positive and productive work environment. This Brandon Hall Group analyst briefing blog looks at Vantage Circle’s platform, which includes a variety of features, such as rewards, recognition and wellness programs, that can help to improve employee morale, motivation and performance.

Vantage Circle’s Products

• Vantage Rewards: This program allows employees to earn points for completing tasks, achieving goals, and participating in company events. Points can be redeemed for a variety of rewards, such as gift cards, merchandise and experiences.
• Vantage Perks: This program provides employees with access to exclusive discounts on a variety of products and services.
• Vantage Pulse: This helps organizations track employee sentiment and identify areas where they can improve.
• Vantage Fit: This program encourages employees to live healthier lifestyles by providing them with access to fitness challenges, healthy recipes and other resources.
• Integrations: Vantage Circle’s platform integrates with a variety of tools and HCM/HRIS systems, including Microsoft Teams, Slack, Workplace and SAP SuccessFactors.  making it easy for organizations to manage their employee engagement programs.

Vantage Circle’s Services

• Vantage Swags: Vantage Circle offers a wide variety of branded merchandise that can be used to reward and recognize employees.
• AIR® Consultation: Vantage Circle’s team of experts can help organizations design and implement employee engagement programs that are tailored to their specific needs.

Conclusion

Vantage Circle is a comprehensive employee engagement platform that can help organizations to create a more positive and productive work environment. Their platform includes a variety of features and services that can help to improve employee morale, motivation and performance.

The post Vantage Circle: A Comprehensive</br> Employee Engagement Platform appeared first on Brandon Hall Group.

HR teams require a suite of tools to source, recruit, onboard, train, and retain top performers. Rival is designed to empower HR teams at every stage of the employee lifecycle. This blog, based on a Brandon Hall Group analyst briefing, dives into the key functionalities of Rival’s product suite, highlighting its potential benefits for organizations seeking to optimize their human capital management (HCM) strategy.

Rival’s Talent Acquisition Suite

Rival Recruit equips HR professionals to streamline their recruitment processes. This all-in-one platform boasts over 700 million passive candidate profiles and leverages AI-powered functionality to source, identify and engage qualified candidates.

Enhancing the Candidate Experience with Rival Engage

Rival Engage integrates seamlessly with existing applicant tracking systems (ATS) to enhance the candidate experience. This intelligent solution offers features such as AI-powered sourcing and recruitment marketing capabilities, allowing HR teams to personalize the candidate journey and improve conversion rates.

Streamlined Onboarding with Rival Onboard

Rival Onboard facilitates an efficient onboarding experience for new hires. This integrated solution streamlines data, workflows and systems into a unified platform, ensuring a consistent and positive onboarding experience for all new employees. Rival Onboard offers functionalities designed to address key onboarding components, including new-hire onboarding, cross-boarding and offboarding.

Boosting Employee Engagement with Rival Learn

Rival Learn empowers HR teams by aligning learning and development initiatives with individual and organizational goals. This LMS offers a flexible curriculum that can be delivered on any device, fostering engagement and knowledge retention among employees.

Driving Performance Management with Rival Perform

Rival Perform equips HR professionals to implement effective performance management strategies. This solution caters to various performance management approaches, allowing HR teams to design programs that meet their organization’s unique needs. Rival Perform offers features such as real-time feedback, performance management tools and analytics to empower managers and improve overall employee performance.

The post Rival: A Talent Management Suite</br> for the Modern HR Team appeared first on Brandon Hall Group.

The construction industry faces unique HR challenges, from managing a dispersed workforce and complex payroll to ensuring safety compliance and retaining top talent. Arcoro’s modular platform addresses these challenges head-on, providing construction-specific solutions that streamline HR processes and empower businesses to build a stronger workforce.

Key takeaways from an analyst briefing from Brandon Hall Group:

• Modular, Construction-Specific Solutions: Arcoro recognizes that one size doesn’t fit all in HR. Their platform offers a suite of modular solutions tailored to the construction industry, allowing businesses to select the tools they need to address their specific pain points.
• Streamlined HR Processes: Arcoro’s solutions automate and simplify core HR functions, such as onboarding, benefits enrollment, time and attendance tracking, and payroll processing. This frees up HR teams to focus on strategic initiatives that drive business growth.
• Enhanced Workforce Management: Arcoro’s platform provides tools to optimize workforce management, including applicant tracking, performance management, learning management and succession planning. These tools help construction businesses attract, develop and retain top talent in a competitive market.
• Safety and Compliance: Arcoro’s safety management solutions help construction companies create a safer work environment, track incidents and ensure compliance with OSHA regulations. This protects both employees and the business from costly accidents and penalties.
• Data-Driven Insights: Arcoro’s platform provides robust reporting and analytics capabilities, giving construction businesses valuable insights into their workforce. These insights can be used to make informed decisions about hiring, training and retention strategies.

Arcoro’s modular platform and construction-specific solutions are a game-changer for HR in the construction industry. By streamlining HR processes, enhancing workforce management, and prioritizing safety and compliance, Arcoro empowers construction businesses to build a stronger, more productive workforce. The platform’s data-driven insights also provide valuable information that can be used to make strategic decisions that drive business growth.

The post Arcoro:</br> Empowering Construction HR with Modular Tech appeared first on Brandon Hall Group.

Frontline workers are the backbone of many industries. From hospitality to retail, healthcare to manufacturing, these employees are the face of their organizations, directly interacting with customers and patients and driving business success.

Yet, historically, they’ve often been overlooked when it comes to workplace technology investments. Work by UKG, a leading provider of HR, culture and workforce management solutions and a Brandon Hall Group Smartchoice® Preferred Provider, and Aimbridge Hospitality, a global hospitality management company, showcases how this paradigm is shifting — and why it matters.

The UKG-Aimbridge Success Story

Aimbridge Hospitality, which manages over 1,100 properties across the United States, including some of the world’s most recognizable hotel brands, recognized a critical need to adapt to changing workforce expectations. “We compete for talent with the Ubers of the world, where people can decide when and where they work and set their own schedules,” explains Ann Christenson, Chief Human Resources Officer at Aimbridge Hospitality. This realization led the company to partner with UKG to implement a suite of AI-powered tools designed to create a more flexible, empowering work environment for its 45,000 hourly U.S. employees.

The results have been transformative. By leveraging UKG Pro’s advanced scheduling capabilities, Aimbridge has effectively “gigified” its workforce. Employees now have the power to self-schedule, swap shifts and pick up open shifts across multiple hotel properties through a user-friendly UKG mobile app. This flexibility has not only improved work-life balance but has also significantly boosted employee satisfaction.

“Since we launched flex scheduling, more than 12,000 employees — about 30% of our hourly workforce — have traded shifts across our 1,100 U.S. properties, and that number continues to grow,” Christenson said.

Beyond Scheduling: Communication and Engagement

Aimbridge’s technological transformation extends beyond scheduling. The company has also implemented UKG Talk, a mobile communications and collaboration platform that streamlines information sharing across all levels of the organization. This tool has proven invaluable in building a culture of belonging and ensuring that frontline employees — who may not have regular access to company emails or intranets — stay informed and connected.

The Broader Impact of Frontline-Focused Technology

The Aimbridge Hospitality example illustrates a broader trend: when organizations invest in technology that empowers their frontline workforce, the benefits are far-reaching. Here’s why this matters, according to Brandon Hall Group research.

• Improved productivity and efficiency: Digital tools provide quick access to information and automate manual processes, allowing workers to accomplish more in less time. For instance, Aimbridge’s flexible scheduling system not only benefits employees but also ensures optimal staffing levels across properties.
• Increased engagement and job satisfaction: When frontline workers are given modern, user-friendly tools that make their jobs easier, they feel more valued and empowered. This leads to higher job satisfaction and lower turnover rates — critical factors in hospitality and other industries that often struggle with retention.
• Enhanced customer service: Empowered, satisfied employees are more likely to provide exceptional customer experiences. By giving frontline workers the tools they need to succeed, organizations like Aimbridge are indirectly improving their guest services.
• Real-time performance insights: Advanced workforce management systems can provide frontline workers with immediate feedback on their performance, enabling continuous improvement and growth.
• Improved training and development: Digital learning platforms allow for quick onboarding and ongoing skills development, ensuring that frontline workers are always equipped with the latest knowledge and best practices.

Strategies for Success

For organizations looking to follow in Aimbridge’s footsteps, here are some key strategies to consider, as laid out in action plans for frontline worker empowerment developed by Brandon Hall Group:

• Involve frontline workers in technology selection: Include input from the people who will be using the tools daily to ensure adoption and maximize value.
• Highlight benefits: Clearly communicate how new technologies will make specific aspects of frontline jobs easier and more enjoyable.
• Provide contextual training: Offer hands-on demos, day-in-the-life scenarios and other engaging training methods that resonate with frontline workers.
• Appoint tech ambassadors: Identify tech-savvy frontline employees who can champion new tools and provide peer support.
• Offer ongoing support: Ensure that help is readily available when workers encounter issues or need guidance on new features.

The Future of Frontline Work

As Jennifer Morgan, CEO at UKG, notes, “Frontline workers make up the vast majority of today’s workforce and are crucial to keeping the global economy running.” By prioritizing the technological needs of these essential employees, organizations can create great workplace experiences that benefit everyone — from the frontline to the bottom line.

The UKG-Aimbridge partnership serves as a powerful example of what’s possible when companies invest in their frontline workforce. As more organizations recognize the critical role these employees play, we can expect to see continued innovation in tools and technologies designed to empower, engage and retain frontline talent. In doing so, businesses won’t just be improving their operations — they’ll be shaping the future of work.

The post A Suite Success: How Aimbridge Hospitality Leverages</br> UKG Technology to Transform Hotel Staff Experiences appeared first on Brandon Hall Group.

Legion Technologies is a company dedicated to helping businesses maximize labor efficiency and employee engagement simultaneously. Their flagship product, Legion Workforce Management (WFM), is a powerful software solution designed to optimize labor costs, streamline scheduling and boost employee satisfaction. Here are some highlights from an analyst briefing with Brandon Hall Group.

 Legion WFM: A Feature-Rich Solution

Legion WFM leverages “Intelligent Automation,” which frees managers from basic decision-making and enables higher productivity. Legion boasts a suite of features designed to empower businesses across various industries. Here’s a glimpse into what Legion WFM offers:

• Strategic Workforce Insights: Gain valuable data and analytics to make informed decisions about one’s workforce.
• Labor Optimization: Legion WFM helps you optimize labor costs by ensuring you have the right people in the right place at the right time.
• Automated Scheduling: Automate the scheduling process to save time and ensure compliance with labor regulations.
• Time and Attendance: Legion WFM provides accurate time and attendance tracking for better payroll management.
• Employee Engagement Features: Legion WFM goes beyond just scheduling. It includes features like communication tools, instant pay, and gamification to keep employees engaged and motivated.

Benefits Across Industries

Legion WFM’s versatility extends to a wide range of industries, including:

• Retail: Optimize staffing levels based on customer traffic patterns.
• Healthcare: Ensure adequate staffing for patient care while managing costs.
• Hospitality: Provide exceptional guest service with efficient scheduling.
• Food Service: Manage staff effectively during peak hours.
• Health & Fitness: Streamline scheduling for trainers and instructors.
• Manufacturing: Optimize production schedules and labor allocation.
• Distribution: Ensure efficient staffing for warehouse and delivery operations.

By leveraging Legion WFM, businesses can achieve significant improvements in workforce productivity, leading to increased profitability and a happier, more engaged workforce.

Legion Technologies offers a compelling solution for businesses seeking to optimize their workforce management. With Legion WFM, businesses can gain a competitive edge by improving labor efficiency, streamlining operations and fostering a more engaged workforce.

— Claude Werder, Senior VP and Principal Analyst, Brandon Hall Group

The post Empowering Your Workforce:</br> A Look at Legion Technologies appeared first on Brandon Hall Group.