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Agentic automation & RPA in human resources: use cases, examples & best tools
RPA in human resources involves the deployment of software bots that can be complemented with AI-powered
agents that perform monotonous, high-volume HR tasks across the entire employee management lifecycle, from
recruitment to offboarding, improving HR teams’ efficiency and employee experience.
Itransition provides end-to-end agentic automation and RPA services,
including solution consulting, implementation, and maintenance, to help companies across industries streamline
processes across the HR lifecycle, from headhunting to exit management.
Agentic automation & RPA in human resources: market statistics
19%
of core HR processes in Europe are supported by generative AI
Agentic automation & RPA use cases in human resources
HR departments are increasingly relying on agentic and robotic process automation solutions to streamline
various activities in their daily workflows. Here is an overview of the most prominent agentic automation and
RPA use cases in HR.
1
Recruiting & hiring
Agentic and robotic process automation solutions can handle routine recruitment tasks that don’t require
human judgment, freeing specialists to focus on candidate suitability analysis and hiring decision-making.
For example, as soon as recruiters define candidate selection criteria, a bot can quickly scan hundreds of
resumes for the most suitable candidates, shortlisting potentially suitable profiles. What is more, RPA
solutions can assist HR professionals in posting vacancies across multiple platforms, scheduling job
interviews, and sending out meeting invites and job offer letters.
Agentic automation solutions, powered by artificial intelligence and OCR capabilities, can handle more
complex tasks like processing scanned CVs and documents attached to application letters, flagging candidates
with incomplete information, and sending their profiles to HR specialists for review. Such automation
solutions can also create job interview notes, highlight relevant information, including candidate
strengths, risks, and competencies, evaluate candidate sentiment, as well as search internal talent
databases to provide data on previously rejected specialists suitable for current openings and reach out to
those candidates.
2
Employee onboarding & training
Agentic automation and RPA implementation allows companies to streamline many repetitive employee onboarding
activities, including qualifications validation, company policies distribution, employee credentials
generation, and orientation sessions scheduling. Moreover, AI agents can draft welcome emails and checklists
for new hires, track their completion of necessary documentation, such as tax and benefits enrollment forms,
and send reminders for missing signatures.
Such process automation solutions can also assist with the organization of employee training, scheduling
training sessions, delivering training materials to new employees based on their role, matching new hires’
work schedules with those of their mentors, and updating training timetables.
3
Employee data management
HR teams can rely on agentic or RPA solutions to automate routine tasks involving employee data handling,
such as its extraction, entry, and exchange across disparate HR systems. For example, when a new employee is
added to the HRIS platform, RPA bots and agents can automatically update payroll systems’ data, as well as
move information between HRIS, payroll, and finance tools to ensure that all recent changes, such as salary
or benefits adjustments, are accurately reflected within corporate systems. Automation solutions can also
detect incomplete or conflicting employee data, send notifications to HR specialists or requests to
dedicated employees to address these problems, and delete or archive employee records based on the company’s
data retention policies.
4
Payroll management
Agentic automation and RPA software can streamline tedious and error-prone payroll processing activities,
particularly in cases where existing payroll or HR software lacks required functionality or is outdated,
difficult to integrate, or costly to modify. HR departments use RPA bots and agents that automatically
extract payroll-relevant information from sources like HRIS systems, HR spreadsheets, and time-tracking
applications, check timesheets for missing or extra entries and inconsistencies, send automated
notifications about detected issues to managers for review, and sync the data with the payroll system.
5
Attendance & absence management
Consolidating, verifying, and reconciling data on attendance and absences of numerous employees can be
time-consuming for HR specialists, as it involves diverse manual, data-heavy operations. Agentic automation
and RPA tools can perform tasks, such as data extraction from attendance logs, leave requests, and
timesheets, data entry into spreadsheets and payroll systems, and payroll reconciliation, much faster and
with a greater degree of accuracy than human employees.
In addition to that, they can automatically compare absence reports with the time slots employees log into
the corporate system, alert HR specialists if the information does not match, and send out reminders to fill
out necessary forms. Agentic automation tools can also match leave requests with company schedules,
established policies, and HRIS data to check employee leave balance and eligibility, update HRIS records
upon leave approval, and generate standardized leave reports.
6
Expense management
To accelerate the processing, verifying, and approving of work-related employee expenses, including travel,
technology, and training costs, companies can introduce agentic and robotic process automation solutions
that ensure that the expenses are reimbursed in time and in line with company policies. For example, by
relying on optical recognition capabilities, process automation solutions can capture data from employee
receipts submitted as images or scanned documents, determine data completeness, correctness, and expense
validity, log this data into expense management systems, and compile reports on employee expenses on demand
or on a scheduled basis.
7
Policy compliance & reporting
By automating HR data validation and compliance checks and maintaining its consistency, agents and RPA bots
help HR departments ensure compliance with labor laws, company policies, and contractual obligations. Such
process automation solutions can collect employee benefits, expenses, and performance data from various
corporate systems, check it against internal company policies and external regulations for compliance, and
flag any discrepancies for human review. Then, they populate report templates with the approved data,
streamlining compliance reporting and simplifying future compliance audits.
8
Employee performance tracking
Agentic automation and RPA solutions help streamline labor-intensive employee performance tracking
activities, including KPI data consolidation from performance management systems, the distribution of
employee performance feedback surveys, and performance report generation. Using generative AI technologies,
agentic automation solutions can also understand the context behind employee feedback, including its
emotional tone, and detect frequently mentioned issues or achievements. Additionally, bots and agents can
input performance data into dedicated systems and schedule review meetings, enabling HR specialists to spend
less time on administrative tasks and more on career development planning and communication with employees.
9
Employee exit management
RPA bots and AI agents can streamline employee offboarding processes by speeding up the collection of exit
documents, automatically revoking access to company systems, networks, and software applications, sending
exit surveys, and triggering final payouts and account deactivation. Bots and agents can also provide HR
specialists with data on the employee’s assigned assets, such as a laptop serial number, mobile phone model,
and access badge ID, from an IT asset management system, helping ensure that corporate equipment is not lost
or forgotten. When requested, they can deliver emails to employees with instructions on how to return
company assets.
Moreover, bots and agents can schedule exit interviews, populate offboarding documentation, such as
termination letters, exit agreements, and compliance forms, with necessary data, and compile mailing lists
with corporate alumni to allow companies to keep in touch with former workers.
Real-life examples of agentic automation & RPA in human resources
32%
of human effort saved
Itransition developed an RPA bot to automate the addition of new candidates to our HRM system, which
accelerated candidate processing fourfold and significantly improved our HR department’s efficiency.
6,000h
saved annually
Lenovo implemented automation solutions from UiPath to streamline expenses reimbursement, individual
income-tax declaration, and payroll calendar scheduling, increasing the HR team’s efficiency by five to eight
times.
RPA frees our resources from repetitive, manual operations. Not only in terms of workload, but also as a
mental release for our staff.
HR Payroll Director of Lenovo China
500%
increase in candidate processing capacity
ManpowerGroup implemented the UiPath automation solution to facilitate the candidate evaluation process,
reducing processing time from 5–7 minutes per candidate to 1 minute and saving about 200 hours per month for
the HR team.
We thought that this is the right candidate for UiPath automation, where it doesn’t limit itself to
task-based automation. We’re intending to automate the end-to-end payroll process for the business.
Supta Chaudhuri
Product Lead, Global Automation at ManpowerGroup
85%
reduction in sick leave management time
Covestro adopted an AI-enhanced RPA solution from UiPath that processes up to 650 sick leave certificates
weekly, with 50% of documents being handled without human intervention with 95% accuracy.
100%
Image title: Sick leave certificate processed by RPA
Coca-Cola adopted RPA software by SS&C Blue Prism to facilitate HR audits across over 50 business processes
and multiple SAP-based systems, significantly accelerating data processing and HR reporting, increasing HR
services team capacity, and ensuring data accuracy.
Blue Prism’s Digital Workers provide the added capacity to get us from an 8-hour day to a 24-hour day –
while improving accuracy, because we no longer just take a sample of the HR audit data. We can see every
transaction that’s happening and provide 100 percent coverage on that.
Karla Younger
Coca-Cola’s Vice President of HR Services
Ready to streamline your HR operations with agentic or robotic automation?
Leading agentic automation & RPA solutions for human resources
UiPath is a market-leading platform for implementing agentic and robotic automation suitable for both
SMBs and large international enterprises. The platform features a drag-and-drop interface, natural
language support, and prebuilt AI agents, allowing users to easily create and set up automation
solutions for various use cases.
Key points:
Flexible deployment as a cloud-native SaaS or a self-hosted solution
Built-in AI capabilities, including OCR, NLP, and generative AI
Simplified integration with third-party software due to a vendor-agnostic platform architecture
Macro recorder, enabling users to build automation workflows by recording their mouse events and
keyboard activities
Robust security features, including data encryption in transit and at rest, data masking, granular
access controls, and user authentication and authorization mechanisms
Powerful community and multiple training and networking options
60-day free trial
Microsoft’s Power Automate is a cloud-first, low-code solution for building RPA bots and AI-powered
agents that natively integrates with Azure automation services and Copilot to facilitate the development
of tailored end-to-end automation workflows for diverse use cases.
Image title: Microsoft Power Automate interface
Image source: Power Automate
Key AI features:
Effortless interoperability with the Microsoft 365 ecosystem and Power Platform components (
Power BI, Power Apps, etc.)
More than 1,000 prebuilt API connectors for seamless integration with third-party tools
Prebuilt, readily available, and customizable AI models
Natural language guidance for users to simplify workflow creation and optimization
Role-based access controls, strong credential management, end-to-end data encryption, and secure user
authentication
90-day free trial
SS&C Blue Prism provides capabilities for creating enterprise-ready agentic automation and RPA solutions
to streamline repetitive tasks. The platform also features robust governance and responsible AI
frameworks to help adopters comply with stringent regulations.
Key points:
Built-in AI capabilities, such as generative AI, optical character recognition, and NLP
Catalog of prebuilt, domain-specific AI agent templates
No-code, drag-and-drop development features and reusable automation objects
Multiple deployment options, including on-premises, fully managed, hosted cloud, and hybrid
Third-party system integration through multiple connectors
Guardrails, audit trails, granular access controls, and end-to-end data encryption
30-day free trial
Automation 360 by Automation Anywhere offers RPA and AI capabilities, enabling the creation of
rule-based bots and autonomous AI agents and helping teams automate and orchestrate complex business
processes, all while providing robust security features for enterprise-scale RPA and agentic automation
deployments.
Key points:
Macro recorder that builds task logic without sequential actions programming
Task scheduler and single-click web data extraction
AI-powered process discovery for automation opportunities identification
Automation co-pilot to simplify the creation of automation workflows
Intelligent document processing capabilities
Proprietary process reasoning engine, enabling agents to understand context, adapt in real time, and
execute complex, multi-step tasks
Audit trails, role-based access controls, and data encryption both in transit and at rest
30-day free trial
Best practices for implementing RPA & agentic automation in human resources
Start small
Companies should start their HR automation initiative by deploying one or two bots to handle several
low-complexity and low-risk processes. To identify such processes, they should map their current workflows
and look for repetitive tasks that are time-sensitive and prone to human error and involve large volumes of
data. The initial low-scale automation can help measure the feasibility of the RPA or agentic automation
solution and lay the foundation for more complex and extensive deployments down the line.
Optimize existing processes
Agents and bots can replicate existing operational bottlenecks if there are any. Thus, when implementing
automation solutions, companies should consider revising their current operations and optimizing
inefficient, convoluted workflows. Such process optimization includes assessing existing processes,
identifying and documenting key workflows, developing step-by-step process instructions known as standard
operating procedures (SOPs), and training and onboarding the team to get them acquainted with the new
procedures.
Educate HR staff
To guarantee that HR managers and employees get the most out of the automation solution and adapt quickly to
new workflows, it’s essential to teach them how to properly use it. Employee training programs can take the
form of on-the-job group training, online courses, virtual classroom sessions, videos, and mentorships. As a
result of introducing targeted training activities, companies can reduce resistance to change, ensure
employees remain effective and confident in their jobs, and prevent top talent from leaving the company.
Ensure the successful implementation of automation for your HR functions
Key benefits of RPA & agentic automation in human resources
Lower operational costs
RPA and agentic automation solutions perform high-volume and error-sensitive tasks, reducing labor costs.
Reduced errors
Bots and agents strictly follow predefined instructions, eliminating the risk of human error and ensuring data
consistency.
Faster task completion
Bots and agents complete tasks much faster than humans, almost in real time, allowing HR departments to
significantly accelerate their key operations.
Employee satisfaction
By enabling HR specialists to resolve issues faster and with higher accuracy, automation solutions facilitate
better employee experience across the company.
Improved HR operations scalability
Using RPA and agentic automation solutions, HR departments can easily scale their HR operations, such as
recruiting, onboarding, and payroll management, to manage growing workloads without the need for additional
labor resources.
Increased productivity
Process automation solutions can handle tedious administrative tasks, like validating timesheets, generating
payslips, or updating employee records, allowing HR staff to focus on more meaningful activities, such as
employee engagement, problem-solving, and strategic planning.
Higher job satisfaction
By freeing up HR specialists from repetitive tasks and reducing their workloads and stress levels, automation
solutions help increase their job satisfaction and reduce staff turnover.
Improved regulatory compliance
Thanks to consistent and accurate data handling and audit trails of the performed operations, RPA and agentic
automation software help HR departments meet compliance requirements set by laws and regulations.
Overcoming challenges of agentic automation & RPA in HR
Challenge
Solution
Data privacy concerns
Automation solutions process sensitive HR data, which makes them a frequent target of cyber attackers
looking to harm individuals and organizations.
To prevent unauthorized data access or leaks, companies should opt for automation platforms that offer
robust security capabilities, such as data masking and encryption, a secure credential vault, granular
access controls, and stringent authorization and authentication processes. Additionally, they should perform
regular security audits of their HR process automation solutions, review access rights, and frequently
install security patches.
Poor data quality
The proper operation of RPA bots and AI agents depends on the quality of data they process. If the data
within the HRIS, accounting, or ERP systems is incomplete, duplicate, outdated, or inaccurate, it can lead
to faulty outcomes.
Companies should conduct a thorough data audit and cleanup before implementing process automation solutions.
Moreover, companies should train process automation solutions to handle poor-quality data, defining data
validation and exception handling workflows. Another useful measure is the introduction of human-in-the-loop
processes for high-risk tasks, ensuring that agent decisions are verified by human specialists.
Our experts help introduce RPA and agentic automation to your HR processes by providing comprehensive
strategic and technical guidance.
HR processes research
Automation needs elicitation
Automation strategy development
Tech stack selection
Automation solution’s PoC creation
Solution implementation process oversight
Implementation
We deliver robotic and agentic process automation solutions on top of best-in-class low-code platforms,
tailoring the solution to your HR automation needs.
HR process analysis and automation use case definition
Technology and tool selection
Solution design, development, integration, and testing
User training
On-demand solution support and optimization
Make HR more efficient with robotic & agentic automation
The ability to handle repetitive, high-volume tasks with a close-to-zero error rate has made RPA bots and AI
agents popular across diverse sectors, including banking, healthcare, and insurance. Similarly, these solutions
prove useful for industry-agnostic human resources management processes, which traditionally entail handling
huge amounts of data and documents.
While RPA and agentic automation are not aimed at replacing HR employees with their years of expertise and
ability for empathy, they can significantly improve specialists’ efficiency and productivity, allowing them to
switch to relationship-building activities and creative strategic initiatives. If you are considering
implementing robotic or agentic process automation for your HR department, reach out to Itransition’s experts to
ensure seamless software adoption with minimal project risks.
Have an RPA or agentic automation project in mind?
Intelligent automation refers to the use of solutions powered by artificial intelligence technologies,
including generative AI and large language models (LLMs), to automate complex, multi-step workflows. Unlike
RPA bots, AI-powered agents can process unstructured data, such as images, PDFs, and handwritten documents,
and make context-based decisions to perform the required task.
The cost of implementing agentic automation and RPA solutions can vary greatly depending on the solution’s
deployment option, the software vendor’s pricing, the number of automated processes, the number and
complexity of bots and agents, software integration complexity, and staff training needs. Generally, a
single bot costs from $5,000, while the starting price of an AI agent is $10,000, and the automation of
several processes can reach up to $300,000.
To estimate the success of a process automation project, you need to first establish measurable metrics that
align with your objectives, such as process cycle time reduction, error reduction, task completion rates,
and employee satisfaction, and determine the expected return on investment (ROI) of the process automation
solution. Then, after implementing the automation solution, you need to compare the metrics before the
automation with the metrics after automation and calculate the solution’s actual ROI to check how the
solution has improved HR operations.
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