The Future of AI in Talent Acquisition

The Future of AI in Talent Acquisition

Moving Beyond Automation to Transformation

The AI revolution in talent acquisition isn’t coming—it’s already here.

AI solutions are promising more than just automating tasks—they’re redefining what’s possible. These intelligent systems bring unprecedented pattern recognition, unmatched processing power and the ability to uncover hidden talent insights. But they’re also demanding a new approach: ethical implementation, strategic integration, and a genuine commitment to enhancing the human experience.

Can your recruitment strategy keep up?

From predictive analytics that forecast candidate success to AI-powered personalization that delivers white-glove experiences at scale, this ebook, The Future of AI in Talent Acquisition: Moving Beyond Automation to Transformation, is your roadmap to building an intelligent recruiting function now and into the future.

In this ebook, you’ll discover:

  • What’s driving AI to move beyond basic automation to true intelligence
  • Why your current tech implementation is capturing only a fraction of AI’s potential
  • Emerging technologies and how they could impact recruitment
  • Strategies to balance technological advancement with the irreplaceable human elements of recruiting

Download your copy today and position your organization at the forefront of talent acquisition innovation for years to come.

Digital Sourcing Strategy and Centralization Reduced Time-to-Hire by 20%

Digital Sourcing Strategy and Centralization Reduced Time-to-Hire by 20%

Retail RPO

Digital Sourcing Strategy and Centralization Reduced Time-to-Hire by 20%

A leading retailer needed to remake its application process, which was long and difficult for candidates. PeopleScout implemented a shortened, mobile-first application process and expanded the client’s sourcing strategy.

6,800 annual hires
85 % application conversion rate, up from 35%
20 % reduction in time-to-hire

Situation

A leading retailer engaged with PeopleScout to improve their application process. Despite having a well-known and well-loved consumer brand, the retailer relied on job boards to bring in candidates. The client’s application took 30 minutes to complete, and could not be completed on a mobile device, alienating or inconveniencing many job candidates.

The client knew it was losing a large portion of applicants because of its cumbersome application process. To apply, candidates needed access to a computer to fill out a 30-question application that took half an hour to complete—even for part-time positions.

The client engaged with PeopleScout, looking for a partner with technology and candidate experience expertise to remake the entire recruitment process in order to place the candidate at the center.

Solution

Expanded Sourcing Strategy

PeopleScout worked with the client to carefully craft an expanded sourcing strategy, including targeted digital recruitment marketing centered on attracting, engaging and converting candidates in online spaces. The strategy was focused on people who have an affinity for the client’s brand but may not be actively looking on job boards. Then, PeopleScout was able to drive those candidates to a quick, easy mobile apply process.

Mobile-first Apply

PeopleScout developed a mobile-first application designed to work easily through a smartphone and reduce candidate fall out. The new application is completed by all candidates, regardless of role.

Shortened Application

The new application includes just 11 questions on one page and takes less than eight minutes to complete. The client worked with PeopleScout to reduce the amount of information asked from candidates during the application stage in order to streamline the process.

Results

Half of Candidates Now Apply on Mobile

Nearly two-thirds (65.9%) of all candidates applying to this client now apply through a mobile device. Before working with PeopleScout, the client was excluding or at the very least inconveniencing a large portion of its talent pipeline.

Application Time Reduced From 30 Minutes to Less Than Eight

Applicants can consistently complete the application in eight minutes or less, with some candidates able to complete it in as little as six minutes.

Application Conversion Rate

The application conversion rate rose to 85% with the new shortened mobile application process. The rate for a traditional application is around 35%.

Broadened Talent Pipeline, Improved Candidate Quality and Shortened Time to Hire

The client no longer relies solely on job boards to build their pipeline and relies on a variety of sourcing strategies. This led to hiring of quality candidates, improving the slate-to-hire to one candidate hired for every 1.3 presented and shortened time-to-hire by more than 20%.

At a Glance

  • COMPANY
    Leading retailer
  • PEOPLESCOUT SOLUTIONS
    Recruitment Process Outsourcing, Affinix
  • ANNUAL HIRES
    6,800

Amplifiers™: Project Management

PeopleScout Amplifiers™: Project Management

As part of our suite of modular recruiting solutions, Amplifiers™, our project management solution provides dedicate support to help you bring any talent-related initiative to life—whether itʼs executing internal projects, facilitating RFPs, managing vendor relationships or implementing new technology.

Download this fact sheet to learn more.

Learn more about PeopleScout’s Amplifiers™ and get answers to frequently asked questions (FAQs).

Dig into More Talent Insights

Why Small and Medium Enterprises Should Consider Recruitment Process Outsourcing
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Why Small and Medium Enterprises Should Consider Recruitment Process Outsourcing

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Solution Guide: PeopleScout Amplifiers™
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Solution Guide: PeopleScout Amplifiers™

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Specialist Hiring: Maximizing Success with Targeted Talent Sourcing  
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Specialist Hiring: Maximizing Success with Targeted Talent Sourcing  

Situation  A local authority in the southwest of England had a robust talent acquisition team but required additional support for front-end headhunting and sourcing assignments. A new and niche position for a harbor master demanded a comprehensive strategy to locate the right specialist.   A habor master ensures the safety of all users of a harbor,…

Amplifiers™: Technology Diagnostic

PeopleScout Amplifiers™: Technology Diagnostic

As part of our suite of modular recruiting solutions, Amplifiers™, our Technology Diagnostic cuts through the complexity to analyze your current talent tech stack to identify inefficiencies, streamline workflows and maximize your ROI. Whether youʼre integrating AI, enhancing analytics or optimizing processes, our experts provide a clear, actionable roadmap that transforms disconnected tools into a talent tech ecosystem designed to meet your unique needs

Download this fact sheet to learn more.

Learn more about PeopleScout’s Amplifiers™ and get answers to frequently asked questions (FAQs).

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Why Small and Medium Enterprises Should Consider Recruitment Process Outsourcing
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Why Small and Medium Enterprises Should Consider Recruitment Process Outsourcing

Small and medium-sized enterprises (SMEs) face unique challenges in attracting and retaining top talent. Limited resources, lack of dedicated recruitment teams, and the need for agility in hiring can often put smaller businesses at a disadvantage.   That’s where Recruitment Process Outsourcing (RPO) comes in— a versatile strategy that businesses of all sizes can leverage to…

Solution Guide: PeopleScout Amplifiers™
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Solution Guide: PeopleScout Amplifiers™

PeopleScout Amplifiers™: How Modular Recruitment Solutions Can Supercharge Your Talent Outcomes Traditional recruitment approaches are failing to meet the demands of today’s dynamic business environment. Companies need agility, scalability and specialized expertise without the overhead of full-scale recruitment process outsourcing. Enter PeopleScout Amplifiers™—modular RPO solutions to augment your team where you need it in your…

Specialist Hiring: Maximizing Success with Targeted Talent Sourcing  
Case Studies

Specialist Hiring: Maximizing Success with Targeted Talent Sourcing  

Situation  A local authority in the southwest of England had a robust talent acquisition team but required additional support for front-end headhunting and sourcing assignments. A new and niche position for a harbor master demanded a comprehensive strategy to locate the right specialist.   A habor master ensures the safety of all users of a harbor,…

AI Candidate Sourcing: How AI Is Transforming Talent Discovery

With today’s skills shortages, recruiters are facing a more and more daunting challenge of identifying and engaging qualified candidates efficiently. Artificial intelligence (AI) has emerged as a game-changing technology in the recruitment process, particularly in talent sourcing. AI candidate sourcing represents a significant advancement, helping organizations go from manual database searches, job board postings and referral networks to fast, automated processes. 

According to a survey by Workable, 63% of organizations now use some form of AI in recruiting. But only 8% use AI for candidate sourcing. By thoughtfully integrating AI into sourcing strategies, talent acquisition teams can spend less time searching for candidates and more time building meaningful connections.  

This article explores how AI sourcing tools are transforming recruitment strategies and offers practical insights for organizations looking to enhance their talent acquisition efforts. 

The Evolution of AI Candidate Sourcing 

The digital transformation of recruitment began with the advent of applicant tracking systems and online job boards, but AI has taken sourcing capabilities to unprecedented levels. AI excels at scale. By analyzing a massive data set of millions of pieces of information including online candidate profiles, AI can identify candidates within minutes. For example, Affinix®, PeopleScout’s proprietary total talent suite of AI-powered tools, accesses over 1.3 billion public profiles of passive candidates across 23 of the top global job sites within seconds of a requisition opening.  

Key Capabilities of AI Candidate Sourcing 

AI sourcing has revolutionized talent discovery, empowering organizations to identify, assess and engage talent with remarkable precision and efficiency. Here a few of the benefits of AI sourcing tools. 

1. Advanced Candidate Matching 

AI algorithms excel at pattern recognition and can analyze vast datasets to identify candidates whose skills, experience and potential align with job requirements, including passive candidates who may not be actively job searching but have the right qualifications. These individuals rarely respond to traditional job postings, making them invisible to conventional recruitment methods. AI candidate sourcing excels at identifying hidden gems based on their digital footprints and professional activities, enabling recruiters to engage with talent that would otherwise remain undiscovered. 

Unlike traditional keyword matching, modern AI sourcing tools leverage skills matching with sophisticated natural language processing and machine learning algorithms to comprehensively analyze candidate profiles. By understanding semantic relationships between skills, experiences, and job requirements, leading technologies can create nuanced candidate rankings, allowing recruiters to rapidly filter through candidates and automatically generating a prioritized shortlist of top talent that precisely matches the role’s requirements. Recruiters can now focus their valuable time on engaging with the most promising candidates, rather than getting bogged down in manual screening processes.  

2. Expanded Talent Pool Access 

AI candidate sourcing dramatically expands recruiter reach by continuously scanning multiple sources simultaneously, creating a comprehensive talent mapping solution that would be impossible to achieve manually. Professional networking sites like LinkedIn represent just the beginning. AI sourcing extends to portfolio platforms like Behance and Dribbble for creative roles, GitHub repositories for technical talent, specialized industry forums where experts engage, academic publications that showcase research credentials, and even carefully analyzed social media profiles that reveal professional interests and accomplishments. In addition to external candidate profiles, Affinix also searches your existing talent database to support direct sourcing, internal mobility and redeployment. 

AI sourcing tools look at qualifications and experiences across industries, opening doors to talent that might otherwise be missed. For example, AI sourcing might identify that project management experience in healthcare could translate effectively to similar roles in education or technology, despite the different industry contexts. This cross-industry perspective is particularly valuable in today’s market where career pivots are increasingly common, and skills transferability is highly valued. 

3. Reduced Bias with AI Candidate Sourcing 

AI tools can help mitigate unconscious bias in sourcing by helping you create objective evaluation frameworks that focus on skills and qualifications, regardless of demographics. By emphasizing capabilities and potential over education, pedigree, or other factors that can trigger unconscious bias in humans, these systems help create a more equitable initial candidate pool.  

By ensuring that every potential hire is assessed against the same objective benchmarks and that hiring managers review qualified candidates from varied backgrounds, AI sourcing tools widens the lens through which talent is viewed, helping companies build more diverse and innovative teams while reducing adverse impact. 

Ethics & Bias Prevention in AI Candidate Sourcing 

Continuous bias detection and mitigation have become fundamental to implementing AI sourcing tools to neutralize potential discrimination in candidate selection. TA teams must collaborate with legal and IT teams to conduct detailed examinations of candidate recommendations and conduct regular audits. Cross-functional collaboration will help organizations navigate the complex legal landscape of AI for recruiting while creating more objective, inclusive talent acquisition strategies. 

How AI Candidate Sourcing is Impacting Recruiters 

The advent of AI sourcing tools has fundamentally reshaped the recruiter’s role, shifting their focus from administrative task management to high-value activities. Where recruiters once spent countless hours manually searching and screening résumés and CVs, AI now handles these time-consuming processes, elevating the recruiter’s role to that of a strategic talent advisor. Recruiters now invest their energy in complex negotiation, relationship building and deep candidate engagement.  

AI Candidate Sourcing & RPO 

Recruitment process outsourcing (RPO) providers are at the forefront of leveraging advanced AI sourcing technologies. By leveraging AI candidate sourcing through our proprietary tech suite, Affinix, PeopleScout can process vast amounts of candidate data, identify top talent, and create highly targeted talent pools that would be impossible to develop through traditional recruiting methods. Affinix has a proven track record of dramatically reducing time-to-hire and creating cost savings for our clients. As organizations continue to face complex talent challenges in a rapidly evolving global marketplace, AI-powered RPO solutions represent a critical strategic approach to building agile, competitive workforces that can adapt to emerging business needs. 

How to Decide When to Switch RPO Partners

The global recruitment process outsourcing (RPO) market continues to grow as organizations seek more sophisticated talent acquisition solutions. But not all RPO partnerships deliver equal value. For experienced RPO buyers, recognizing when it’s time for a change can mean the difference between stagnation and transformational talent acquisition results.  

As the talent landscape becomes increasingly complex and competitive, organizations need partners who can not only execute on day-to-day recruitment needs but also drive strategic workforce innovation. The cost of staying with an underperforming provider extends far beyond missed hiring targets—it can impact market competitiveness, growth potential and bottom-line results. 

Here are five critical signs that indicate it’s time to find a new RPO partner: 

Sign #1: Underperformance in Core Metrics 

The most compelling reason to seek a new RPO provider is consistent underperformance in fundamental recruitment metrics. Too often we hear from employers about experiences they’ve had with other providers in which one thing was said during the sales pitch only to have the stakes change once the ink was dry. What begins as promises of transformative results often devolves into missed targets and shifting explanations. When core metrics consistently fall short, it signals a fundamental misalignment between provider capabilities and organizational needs. 

What to look for: 

  • Declining metrics in time-to-hire 
  • Rising early-stage turnover rates indicating poor candidate quality or fit 
  • Poor interview-to-hire ratios that waste hiring manager time and resources 
  • Decreasing hiring manager satisfaction scores and feedback about candidate quality 
  • Inconsistent reporting or attempts to redefine success metrics after implementation 

One retail organization discovered the impact of performance-guaranteed RPO when they switched providers to partner with PeopleScout. Through our partnership they experienced a two-day reduction in time-to-hire and improved sales performance by 7%, generating $3 million in cost savings through reduced vacancy costs and an additional $170 million in annual revenue. 

Sign #2: Inflexible Cost Structures 

Many RPO providers rely on hybrid pricing models combining monthly management fees with cost-per-hire charges. This rigid structure can lead to inefficiencies and hidden costs. Organizations often find themselves paying premium rates during hiring slowdowns while still facing surcharges during peak periods.  

Red flags to watch for: 

  • High fixed monthly fees that don’t adjust with hiring volume 
  • Lack of transparency in invoicing 
  • Unexpected line-item charges that inflate total costs 
  • Fee structures disconnected from performance metrics 

PeopleScout offers truly variable cost structures with performance-based pricing—you only pay for actual hires. This ensures your recruitment costs scale naturally with your hiring demands, supported by transparent communication about any potential charges outside the standard agreement. 

The true value of an RPO partnership extends beyond the base program cost. Consider the financial impact of reducing time-to-hire by four days or decreasing early-stage turnover by 20%. Our experienced team works directly with clients to calculate potential ROI based on specific performance improvements. In some cases, we have even engaged our finance department to collaborate with clients in establishing concrete valuations of enhanced recruitment performance, ensuring you understand the full financial picture of your investment. 

Sign #3: Lack of Process and Technology Innovation 

In today’s digital-first recruitment landscape, outdated processes and technology can severely impact your ability to attract and secure top talent. Some providers undergo frequent operational changes or internal restructuring that limit their ability to invest in innovation. 

If you feel like you’ve been forced into cookie-cutter processes that don’t support your unique needs, it’s time for a change. 

Watch for these signs: 

  • Limited automation in candidate processing 
  • Poor candidate experience 
  • Basic reporting capabilities 
  • Lack of AI and machine learning integration 
  • Minimal investment in proprietary technology 

Affinix®, our proprietary total talent suite of AI-powered recruiting and reporting tools unites talent acquisition technology, automation and predictive analytics with candidate experience at the core. With a modular approach, our client can mix and match specific tools that align with their unique talent needs and enhance their existing tech ecosystem. Because it’s our proprietary technology, every feature of Affinix is shaped by our clients’ real-world recruitment challenges and designed to deliver tangible business impact. Recent advancements to Affinix, including more AI-powered capabilities, more flexible deployment options and greater insights, means we elevate our clients’ connection to top talent while helping them be more agile and resilient.  

Sign #4: Understaffed Delivery Teams 

The foundation of successful RPO programs lies in having adequate recruitment teams in place. We work with many clients who have worked with other RPO providers who ended up frustrated by chronically understaffed programs that can’t meet hiring demands. Some providers spread their recruiters thin across too many clients, compromising service quality and results. 

Warning signs include: 

  • Consistently missed hiring targets 
  • Slow response times to hiring managers 
  • Inability to handle volume spikes 
  • Sudden changes in team size without notice
  • High recruiter turnover 

Every PeopleScout client has a dedicated delivery team with appropriate bench strength, especially during critical periods like program implementation and peak hiring periods. Because PeopleScout recruiters, sourcers and program coordinators are only assigned to one client, our clients actually get to know their PeopleScout team. If we need to make changes, due to a drop in requisitions, for example, we do so in consultation with you to ensure you receive consistent service delivery and the results you’re expecting. 

Sign #5: Lack of Specialized Expertise 

Today’s complex hiring environments demand specialized expertise that goes far beyond basic staffing capabilities. Organizations need partners who understand the nuances of different industries, job functions and geographical markets. Top providers invest heavily in developing deep industry knowledge and maintain transparency about their team composition and specializations. 

Moreover, modern RPO providers should offer comprehensive talent advisory services to help organizations develop forward-looking talent strategies, maximize tech investments, optimize their employer brand and navigate evolving market conditions. This strategic guidance is crucial for creating a resilient workforce.  

Red flags to watch for: 

  • Generalist recruiters assigned to highly specialized roles without relevant industry experience 
  • Limited understanding of industry-specific requirements and compliance standards 
  • Superficial market intelligence and competitor insights 
  • Gaps in understanding regional hiring practices and cultural nuances 
  • Outsourced or insufficient employer brand and recruitment marketing capabilities 

PeopleScout stands apart through our global delivery centers and extensive network of talent experts, offering unmatched scalability for professional, specialist, volume and contingent hiring needs across all sectors. Plus, with one of the industry’s largest in-house talent advisory teams, we serve as a true strategic partner in talent acquisition. 

As part of TrueBlue, we’re able to provide our clients access to comprehensive talent solutions including healthcare staffing, contingent workforce management, on-site industrial staffing and commercial driver services. This breadth of expertise ensures we can address the full spectrum of our clients’ workforce needs. 

Making the Decision to Switch 

Evaluating a potential RPO provider change requires careful consideration of both current pain points and future needs. Look for providers who offer: 

  • Performance guarantees backed by financial commitments 
  • Variable cost structures aligned with results 
  • Proven long-term client partnerships  
  • Strong NPS scores and client satisfaction metrics 
  • Modern technology and process innovation 
  • Transparent team resourcing and communication 

The difference between being a provider and a true partner lies in the whole approach to service. For over 30 years, PeopleScout has built our services on integrity. We believe in keeping promises. We believe that listening creates a better experience and leads to better outcomes. We’re not perfect, but if we mess up, we make it right. 

We’re proud and humbled to say that this philosophy has led to some of the most enduring client relationships in the talent acquisition space. While the RPO industry average client tenure is approximately three years, PeopleScout partnerships extend well beyond that benchmark—averaging over seven years, with an exceptional NPS score of 84. These metrics reflect our consistent ability to deliver value and drive transformation. 

Remember: the cost of maintaining an underperforming partnership far outweighs the temporary challenges of transition. With strategic planning and the right partner, changing providers can revolutionize your talent acquisition capabilities and deliver lasting business impact. 

Gen AI & Interviews: Navigating the Impact in Volume Assessment

By Amanda Callen, Psychol AFBPsS FRSA, Head of Assessment Design

Pre-recorded or asynchronous video interviews have long been a core feature in volume assessment processes, valued for their ability to evaluate key criteria like motivation and verbal communication skills. But the rapid increase in accessible Generative AI (Gen AI) tools has created a significant potential risk of disruption to the expected levels of authenticity in answers and to the predictive strength of online interviews as a sifting tool.

PeopleScout’s year-on-year volume assessment data has so far shown little evidence of disruption following the introduction of free Gen AI tools like ChatGPT, but the potential for manipulation is undeniable. Realistically, we must expect that when candidates are given time to prepare responses, some will choose to use the tools to enhance their own pre-recorded video interview answers.

So, what can you do to protect the integrity of video interviews?

Should Preparation Time Be Scrapped?

Although an understandable initial response might be to prevent candidates from using Gen AI by removing preparation time and requiring instant responses, this approach could introduce new problems. Interview processes where there is no chance for the candidate to gather their thoughts may disadvantage neurodivergent candidates or those who have had less social and educational support for their job search. This could create a negative impact on inclusion and diversity goals.

Introducing a Second Assessment Point

If you want to keep the pre-recorded interview stage, you could consider introducing a second assessment point for the same criteria evaluated in the pre-recorded interview at a later stage, such as during an in-person interview or an assessment centre. Comparing performance and content shared at the different stages, allows assessors to identify people whose answers indicate inconsistency across stages.

Are Only Live Interviews Both Safe and Fair?

Face-to-face live interviews seem protected from any interference from real-time use of Gen AI to produce inauthentic responses. However, new Gen AI capabilities mean that virtual live interviews, such as those conducted via Zoom or Teams, are not completely safeguarded from Gen AI use.

Whilst to date it is has been difficult for candidates to use Gen AI without detection, new AI tools can ‘listen’ and provide natural responses in real-time. This, combined with advancements in gaze management technology, means that during virtual live interviews, candidates can read off AI generated responses while appearing to still maintain eye contact—and assessors may be unable to tell anything is amiss. There are even new Gen AI tools specifically marketed to job seekers that claim success in helping interviewees.

The Need for a Systemic Approach

Dropping pre-recorded or virtual interviews completely isn’t always optimal—especially with high-volume hiring. Simply taking them out of the process could lead to less holistic and effective sifting and a greater number of candidates being manually assessed. A more systemic response to the challenges posed by candidates using Gen AI is needed.

A review of your end-to-end assessment process and the individual assessment methods within it will give you an opportunity to evolve and improve your assessment to ensure the quality and fairness of hiring decisions are maintained despite candidate use of Gen AI.

Redefining Success Criteria

For many roles it is essential to include the motivation and skills needed to work with new Gen AI tools as part of the assessment criteria. A strong assessment process that embraces innovation ensures that candidates are not only evaluated on established success criteria but also on their potential to develop the skills that will help them succeed in a workplace where the ability to leverage AI and other emerging and future technologies is a pivotal factor in organisational success.

While there are no easy answers to the challenges created by candidates using Gen AI, a managed and systemic approach to evolving your assessment processes will help you capitalise on opportunities and ensure a fair and effective hiring process. Want to explore more about the impact of Gen AI on interviews? Watch our webinar on-demand, Job Interviews & Gen AI: Pitfalls & Best Practices to Hire Top Talent.

Affinix® Analytics

Affinix® Analytics

As part of the larger, Affinix® total talent suite, Affinix Analytics offers talent leaders a single source of truth to understand the end-to-end recruitment process and gain visibility into the total talent landscape. With a single, real-time dashboard, you can slice through the complexity, gaining instant insights into everything from hiring targets to diversity metrics, all while keeping your budget in check.

Download this fact sheet to learn more about Affinix Analytics.

Learn more about Affinix®.

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PeopleScout Affinix®

Affinix®

Your talent needs are unique. Your talent technology should be too.

Meet Affinix®, PeopleScoutʼs proprietary total talent suite of AI-powered tools, uniting applicant tracking, candidate relationship management, recruitment marketing, digital interviewing and talent analytics into one seamless platform.

Download this fact sheet to learn more.

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