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Generative AI in HR: Applications, Use-Cases and Examples

AI in HR

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HR just got hacked.

But not by a rogue programmer or a nefarious cyber attack. Instead, it’s being “hacked” by something far more transformative – Generative AI. 

And guess what? It’s not stealing jobs; it’s rewriting the playbook.

By 2025, over 75% of businesses will rely on AI to revolutionize their HR functions, and those who don’t might as well be hiring from the yellow pages. 

Recruitment powered by AI is cutting hiring time by 40%, while AI-driven onboarding processes are delivering a 30% boost in employee satisfaction. This is no longer a trend—it’s the future of HR.

In this article, we’re not just exploring the theory behind it. We’re diving deep into how real companies are already leveraging AI to enhance every part of the employee lifecycle—from sourcing top talent to keeping them engaged and productive.

“76% of HR leaders believe that if their organization does not adopt and implement AI solutions, such as generative AI, in the next 12 to 24 months, they will be lagging in organizational success compared to those that do.” – Gartner

If you think HR is about spreadsheets and forms, think again. Generative AI is turning it into a powerhouse of efficiency, intelligence, and innovation. 

Let’s uncover how.

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  1. Talent Acquisition

Generative AI in recruitment is a game-changer. With AI-powered tools like Lyzr’s AI SDR, companies can automate job postings, screen resumes, and craft personalized candidate messages. 

AI also helps recruiters streamline interview processes by automating scheduling and candidate communication, making the entire hiring process more efficient and less time-consuming.

  1. Employee Engagement

AI-driven chatbots and virtual assistants are being widely adopted to enhance employee engagement. These tools can answer common HR queries in real time, provide personalized feedback, and even gather employee sentiment through intelligent surveys. 

Tools like Skott are helping HR departments personalize engagement at scale.

  1. Performance Management

Generative AI enables continuous feedback and performance reviews, eliminating the need for outdated annual assessments. 

Tools such as AI-powered knowledge search provide insights into employee productivity, helping HR teams make informed decisions in real-time. 

With AI-driven analytics, HR can spot trends in employee performance and intervene before issues arise.

  1. Learning and Development

AI can analyze employee performance data to recommend personalized learning paths, making L&D programs more effective. 

By analyzing employee skills and career aspirations, AI suggests the right training programs, automating what was once a manual and time-intensive task. 

This allows for more targeted upskilling and reskilling, which is critical in a fast-evolving workforce.

  1. Employee Retention

Generative AI can predict which employees might leave the organization based on engagement levels, job performance, and market conditions. 

Tools like Lyzr’s data analyzer can provide predictive insights to HR teams, enabling proactive measures for retention and workforce planning.

7 Companies embracing Gen AI in HR: Real-world examples

  1. JustEat: Leveraging Gen AI Chatbots to Engage Candidates

Instead of relying on traditional resume screening, they leveraged AI-powered chatbots to engage candidates with targeted questions, gathering valuable insights beyond a resume’s limitations and cognitive ability tests to measure essential skills like problem-solving and critical thinking. 

This led to a reduction of the company’s recruitment time by 50%.

  1. L’Oréal: Using AI Agents to Shortlist Recruits

L’Oréal uses Gen AI-powered chatbot Mya, the AI-powered chatbot, takes center stage in the early stages of recruitment, fielding candidate questions and gathering crucial details like availability and visa status, saving recruiters precious time. 

AI is also used to analyze and generate job descriptions, ensuring they are fair and effective.

Next up, candidates meet Seedlink, an innovative AI software that analyzes their responses to open-ended interview questions. 

In one success story, the company reported a remarkable 200-hour time savings while hiring 80 interns from a pool of 12,000 strong!

AI is also used to analyze and generate job descriptions, ensuring they are fair and effective.

Next up, candidates meet Seedlink, an innovative AI software that analyzes their responses to open-ended interview questions. 

In one success story, the company reported a remarkable 200-hour time savings while hiring 80 interns from a pool of 12,000 strong!

  1. Panasonic uses AI Agent to improve Employee Experience 

Take Panasonic North America’s adoption of the Visier People Insight platform as a prime example. 

This AI-powered solution has transformed their HR management by providing accurate and actionable insights from employee feedback to shape people strategies. 

By leveraging data, analytics, and real-time feedback, they’ve seen a tangible impact on employee experience.

  1. IBM Watson uses AI to optimize talent management.

Watson automates resume screening, reducing bias in hiring, and provides real-time feedback to candidates.

  1. Unilever cuts recruiter time in hiring by 75%

AI helps Unilever screen candidates and schedule interviews, cutting down recruiter time by 75%. It also improves the candidate experience by offering more personalized interactions.

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  1. L’Oreal reduces hiring time by 70%

L’Oreal uses AI in recruitment to assess candidates for cultural fit and job compatibility, reducing hiring times by 70%.

  1. HiredScore uses AI to enhance recruitment processes

They identify top talent based on skills and experience, beyond just keyword matching.

  1. Microsoft leverages AI to personalize employee engagement

They’re using AI to improve recruitment processes, and analyze employee data for more informed decisions.

  1. Workday has integrated AI into its HCM suite

It helps them provide predictive analytics for talent acquisition, employee retention, and workforce planning.

  1. SAP SuccessFactors

SAP’s AI tools help HR teams with everything from recruitment to performance management and learning development.

  1. Lyzr has built AI agents to automate all HR workflows

Lyzr’s suite of AI solutions, including custom AI agents, allows HR teams to automate routine tasks and focus on strategic priorities.

The Benefits of Generative AI for HR Business Partners (HRBPs)

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Generative AI offers numerous benefits to HRBPs by enabling more data-driven decision-making. Here’s how it transforms their role:

  1. Data-Driven Decision Making: AI tools like Lyzr’s AI-powered analytics provide actionable insights, helping HRBPs make more informed decisions around workforce planning, employee performance, and engagement.
  2. Efficiency Gains: AI takes care of administrative tasks like candidate screening, leaving HRBPs more time for strategic initiatives. By integrating tools like Lyzr’s knowledge search, HR teams can gain quick access to critical information, improving their decision-making speed.
  3. Personalization at Scale: AI enables HRBPs to offer personalized employee experiences, from tailored development programs to customized rewards, all based on employee behavior and engagement data.
  4. Predictive Analytics: Tools like Lyzr’s AI SDR can analyze employee engagement and performance data to predict which employees might be at risk of leaving, helping HRBPs take proactive action to retain top talent.

How are companies integrating Gen AI in HR?

The most commonly applied method for most organizations is implementing GenAI tools through a pre-set SaaS platform. 

This allows the company to subscribe, set up and start running AI functions such as chatbots without delay. 

There are several SaaS companies that offer such pre-built subscription services that enable companies to streamline their processes. 

While SaaS tools might be a convenient option in the short-term, it can become a financial burden in the long run.

The second method for companies to deploy AI applications while maintaining their privacy and security is by building AI agents from scratch. 

This requires extensive knowledge and understanding of artificial intelligence, engineering and machine learning. 

The third option is building your own private GenAI Agent using tools like Lyzr.

Lyzr is the simplest agent framework that companies can use to build and deploy their own private and secure AI agents like Diane

These agents are customized on pre-built SDKs (software development kit), and require only a few lines of code and minutes to deploy.

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(Image Source: Medium)

HR Use-cases built by Lyzr

Automation in HR processes can help save time and provide a seamless experience for the company employees. 

Here are a few ways that Lyzr automates the functions in HR to help streamline processes at the organizational level. 

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  1. New Employee Onboarding Chatbot

AI Chatbots play a crucial role in orienting new employees by guiding them through the onboarding process. These intelligent virtual assistants offer essential information on company policies, procedures, and culture. Additionally, they efficiently address routine queries and provide assistance in completing required paperwork.

  1. Employee Training and Development

Conversational Analytics AI has the capability to analyze employee performance data and feedback. Through this analysis, it can personalize individual training and development programs, ensuring that they are in sync with both the aspirations of the employees and the strategic needs of the company.

  1. HR Policy and Benefits Information

Utilizing Retrieval Augmented Generation (RAG) search engines can assist employees in effortlessly retrieving HR policies, benefits information, and other pertinent documents. This application enhances their comprehension of such materials, fostering better understanding and adherence to company guidelines and policies.

  1. Data-Driven Interview Insights

Even though interviews are a mix of data analysis and gut feelings, Generative AI goes a step forward by analyzing interview transcripts, identifying recurring keywords, sentiment analysis, and even detecting potential red flags in an applicant’s responses. This allows for more objective and data-driven hiring decisions, reducing unconscious bias and ensuring you find the best fit for the role. Imagine pinpointing candidates with strong leadership potential based on their language use, or identifying inconsistencies in responses that warrant further exploration.

  1. AI-powered Performance Reviews

Say goodbye to subjective, one-size-fits-all feedback. Gen AI in HR can analyze performance data and feedback from multiple sources, including self-evaluations, peer reviews, and manager assessments. Using this data, it can generate personalized and objective performance reviews, highlighting strengths, identifying areas for improvement, and suggesting relevant learning resources. This promotes fairness and transparency, while also ensuring feedback is tailored to each individual’s needs and development goals. 

A new SHRM study shows 1 in 4 businesses leverage AI and automation for HR activities, particularly recruitment and hiring.

  1. Automated Onboarding Process

From personalized onboarding emails to targeted career development recommendations, Gen AI can take content personalization to a whole new level. Imagine new hires receiving welcome messages specific to their role and interests, or employees getting learning recommendations based on their skills and career aspirations. This boosts engagement, fosters belonging, and ensures every employee feels valued and on the right track.

  1. Predictive Talent Management

Instead of reacting to talent gaps, Gen AI can help you proactively anticipate them. By analyzing employee data and industry trends, it can predict potential skills shortages and identify high-potential employees who can be upskilled or promoted. This allows you to build a future-proof workforce and develop talent internally, saving time and resources compared to external recruitment. 

  1. Personalized Learning Journeys

Forget generic training modules. Gen AI can create individualized learning paths tailored to each employee’s learning style, current skills, and career goals. It can even deliver microlearning content in bite-sized formats, making learning more engaging and effective. This empowers employees to take ownership of their development and ensures they acquire the skills needed to excel in their roles.

For businesses who want to support their team of Hr professionals to automate the HR function, we at Lyzr have built an autonomous HR Agent using Ai technology named Diane.

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Generative AI in HR: Applications, Use-Cases and Examples 7

Diane is an autonomous human resources manager designed to streamline and automate various HR processes, from recruitment and onboarding to employee management and performance evaluations. 

Unlike traditional HR tools that require constant human oversight, Diane AI operates independently, using AI technology making intelligent decisions based on real-time data and predefined criteria.

Diane AI’s capabilities include:

  1. Automated Recruitment: Diane screens resumes, schedules interviews, and even conducts initial assessments, saving your HR team countless hours.
  2. Employee Management: Diane handles everything from employee records and payroll management to performance tracking, ensuring that your HR processes are efficient and error-free. It can analyze employee data, draft job descriptions, and focus on employee retention.
  3. Real-Time Insights: Diane provides HR leaders and HR teams with real-time insights and analytics, helping them make data-driven decisions that enhance employee engagement and productivity.

Designed for HR departments of all sizes, Diane AI brings the power of automation to HR, allowing companies to focus more on strategy and less on administrative tasks. With Diane, you can ensure that your HR operations are not only efficient but also scalable and adaptable to your organization’s evolving needs.

By harnessing its power, organizations can unlock a more strategic, data-driven, and personalized approach to human capital management, ultimately driving organizational success and employee satisfaction.

Top 5 Generative AI Tools for HR

To help HR leaders get started with generative AI, here are the top five tools in HR:

  • Lyzr: Offers comprehensive HR solutions, including AI-driven SDRs for recruitment, content generation, and data analysis.
  • HireVue: An AI-driven platform for conducting candidate interviews and assessments, saving time in the recruitment process.
  • HiredScore: An AI platform that helps HR teams match candidates based on skills and experience.
  • Eightfold AI: Uses machine learning to enhance talent acquisition, retention, and workforce planning.
  • Pymetrics: Employs AI to assess emotional and cognitive intelligence to find the best-fit candidates for various roles.

How HR Leaders Can Get Started: Courses, Resources, and Reading Materials

If you’re an HR leader looking to learn more about AI, here are some great resources to get you started:

Courses

Reading Materials

  • AI for HR by Ben Eubanks: A practical guide to integrating AI in HR.

McKinsey Report: On how AI can boost HR efficiency by up to 40%.

The Future of Gen AI in HR

Although still emerging in workplace applications, generative AI is set to evolve beyond being merely a feature in HR tech to becoming a foundational enabler. 

This transition involves integrated functionality, spanning from supporting implementations to translating code and data sources, essentially encompassing a diverse set of skills. 

Major players in Human Capital Management (HCM) systems are expected to open their marketplaces, fostering innovation at the edge. 

HR leaders must stay vigilant, considering additional solutions that align with their evolving needs. 

It is crucial for users to embrace responsible AI and explainable AI concepts as essential capabilities to mitigate the impact of negative bias.

With Diane, HR teams can now automate, optimize and streamline their human resources teams so HR leaders can delegate repetitive tasks using AI technology and focus on what matters most: data driven insights to manage improved efficiency of employees.

At Lyzr, we are focused on building OGI (organizational general intelligence), where multiple AI agents such as Skott the AI Marketer, Jazon the AI SDR, Kathy the AI competitor analyst and Diane the HR Manager can all function in sync and communicate with one another through machine learning and predictive analytics to manage your business operations.

To adopt AI technology for your business book a demo for Diane or other AI agents from Lyzr today!

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