Platform
Explore Phenom Applied AI →
Phenom Pricing & RFP RequestsAI HR & Recruiting Platform Products | Phenom
  • Phenom for

    Talent Acquisition →

    • Deliver the best candidate journey
    • Streamline recruiting workflows
    • Create personalized content at scale
    • Decrease time to hire with automation
  • Phenom for

    Talent Management →

    • Enable employees to advance careers
    • Rapidly deploy a job architecture
    • Personalize development journeys
    • Scale your succession plans
    • Give managers 360° team visibility
  • Phenom for

    HRIT →

    • Create an integrated HR ecosystem
    • Attract best-fit talent with AI
    • Turn talent data into action
    • Personalize & automate hiring
    • Integrate for a seamless experience

Comprehensive Security & Compliance

  • GDPR
  • ISO
  • SOCII
  • CSA
  • OWASP
  • FSQS-NL
  • DR&BCP
See all

Featured Integrations

/marketplace/partners/sap
/marketplace/partners/ukg
/marketplace/partners/adp
/marketplace/partners/talentexp
All Phenom Partners
Solutions
Featured
Grow & Retain with Skills

Align employee development with company goals using workforce intelligence.

Hire with Intelligence

Deliver personalized experiences and fit scores to drive quality & efficiency.

Hire with Automation

Meet high-volume targets efficiently with automation and personalization.

Onboard with Confidence

Quickly transform new hires into engaged employees

By Experience
Candidates
Recruiters
Talent Marketers
Talent Leaders
Managers
Employees
HR
HRIT
By Industry
Healthcare
Home Health
Elderly Care
Hospitals
Manufacturing
Pharmaceutical
Technology & IT
Transportation & Logistics
Airlines
By Industry
Financial Services
Consumer Banking
Consumer Finance
Insurance
Retail & Hospitality
Quick Service Restaurants
Energy & Utilities
Public Sector
By Use Case
High-Volume Hiring
By Technology
Skills
Applied AI
Ontologies
Agentic AI
Generative AI
Automation
Company
CustomersAboutNewsroomCareersAI EthicsSecurity & Trust CenterContact Us
Customer ExperienceGlobal Professional ServicesGlobal Customer CareCustomer ValueTraining & CertificationPartnersRefer A Phriend

Meet the 2026 Talent Experience Award Winners

Resources
ResourcesAll ResourcesBlogCustomer StoriesWebinarsEventseBooks & ReportsFree ToolsCommunityAI & Automation LabTalk with AI Agent
Phenom StudiosAll VideosProduct ToursAI Day On DemandIAMPHENOM On DemandHR Innovation ShowcaseIAMPHENOM India On DemandIAMPHENOM Europe On DemandCustomer Obsession Day On DemandIndustry Week On DemandTalent Experience Live
Featured Reads
State of Hiring Automation: 2026 BenchmarkRead more
The Ultimate AI & Automation Toolkit for HRRead more
How Elara Caring Uses a Conversational Voice AI Screening Agent To Enhance Hiring and Candidate ReachRead more
Events
Book DemoLogin
Resource Library
BlogCustomer StoriesBooks & ReportsWebinarsFree ToolsEvents
Maggie Blehar
Maggie BleharNovember 13, 2023
Topics: Recruiter Experience

Humanizing Automation to Create a Personalized Talent Experience

For many organizations, “talent automation” can evoke a plethora of opinions. Yet the term is one of many representing the current paradigm shift that talent acquisition and management teams currently face.

On this episode of Talent Experience Live, Rob Cohen, Manager Process Owner, Talent Acquisition, Philip Morris International (PMI) discussed how his team uses automation to meet growing hiring and retention demands efficiently and at scale. Learn how organizations can leverage this technology to optimize talent processes and cultivate a candidate — and employee-centric approach that values the human touch.

Watch the full episode on demand below, or keep reading for highlights.

What are some ways PMI uses talent automation?

At PMI, automation and Artificial Intelligence (AI) tools save recruiters time by lifting manual tasks that detract from their ability to do what a machine can’t do — and that’s applying human knowledge and relationship skills to bring in the highest quality candidates.

“It’s about those mundane tasks, taking away things that a system can calculate,” Cohen said, giving the example of automating the scheduling of communications leading up to a new hire’s start date.

Particularly for PMI’s high-volume and early careers job roles, automation plays a key role in application screening. “We have masses of applications — it would be ineffective and inefficient for a recruiter to have to go through every single profile,” Cohen said.

For these job roles, he explained, candidate selection is about surfacing metrics-based factors. “By bringing in automation with a level of AI and some decision process, we can start comparing apples to apples, and it levels the playing field for everyone,” he said, which helps to reduce bias. From there, the system will prompt recruiters on which candidates have the most potential.

Related reading: AI Scheduling: A Must-Have For Your TA Teams

How do you leverage AI for personalized messaging?

A key part of the candidate experience is what happens after applicants complete the assessment and interview process — do they get personal follow-up? Any follow-up?

At PMI, all job candidates receive a personalized communication that’s generated with the help of AI. For unsuccessful job candidates, the communication explains why they were not selected and includes tips on how to improve future assessments.

These messages are written in a friendly, conversational style (not corporate-speak) and provide far more detail than anything a recruiter would have time to present to every candidate, according to Cohen. Survey scores suggest that this has had a positive impact on the candidate experience: “On the whole since this sort of thing has been introduced, our Net Promoter Score (NPS) has gone up,” he said.

How do humans stay in charge of the machine at PMI?

It’s true that automation and AI can equip teams to accomplish superhuman achievements. But human judgment and direction are essential to making it all work. Recruiters are the ones pulling the levers at PMI to ensure that the timing is right when it comes to sending rejection letters, for example, so that job candidates won’t receive them on a Friday, Cohen explained.

Relatedly, recruiters intentionally randomize the timing of automated responses to groups of students who apply from the same university.

Bottom line? It comes down to the need for human understanding of where people are and what they need at the heart of any automated communications process.

How are you balancing automation and human decision-making for a frictionless talent experience?

To be clear: “No system is hiring and no system at PMI is removing or rejecting a candidate from the flow. That is done by a human being.” However, the way Cohen sees it, the most valuable impact technology can have on the talent experience is to remove friction, easing the application and interview process.

Case in point: PMI uses an automated assessment process for early career roles that draw high volumes of applicants. All applicants first answer basic screening questions, upload their resumes, and fill in work experience.

Next, they complete a video interview, and high-scoring candidates automatically move forward. Remaining applicants are reviewed by a recruiter, who decides whether or not to keep them in the running.

Related reading: How to Transform Recruiter Efficiency with AI, Automation, and Video

What are some challenges to expect when implementing automated processes?

Although the payoff is worth it, be prepared to invest time into setting up this level of automation, Cohen advised. In his experience with implementing automated video assessments, one of the biggest challenges was ensuring legislative compliance.

It may also take time reconfiguring the rules engine to align the system’s output closely with recruiter feedback and needs, he said.

In addition to easing the minds of the legal team, securing more general buy-in also took some finessing. “Getting across those hurdles with stakeholders [required telling them that] this automation isn’t here to remove people from jobs, it’s to allow recruiters to actually do what they should be doing, and what they’re experts at: finding and nurturing the right candidates.”

What advice do you have for organizations just beginning to introduce automation into the talent experience?

Cohen recommends a measured, intentional approach to integrating automation and AI into recruitment processes. “Break your process down, have a vision to improve one thing, and then move on to the next.”

Second, think about the overarching goals of what you want automation to help accomplish. Is it improved efficiency? A better candidate experience? “Don’t try to chase everything,” Cohen said.

Finally, keep your human recruiters at the center. “AI won’t replace recruiters because they have empathy and sympathy,” Cohen concluded. “Don’t underestimate the power of a recruiter and their market knowledge and their functional knowledge. It’s really key to the success of anything we do in this space.”

Related reading: 6 Companies Successfully Using AI in Their Recruiting Strategies

To continue the conversation on successfully implementing automation into your recruiting processes, book a personalized meeting with a Phenom expert.

Maggie Blehar
Maggie Blehar

Maggie is a writer at Phenom, bringing you information on all things talent experience. In addition to writing, she enjoys traveling, painting, cooking, and spending time with her family and friends. 

Related

Hero AI Recruitment Tool
How to Choose the Right AI Recruitment Tool
WhatyouneedtoknowaboutInterviewing_2012x700_0.jpg
What You Need to Know About Video Interviewing Candidates
AI_Recruiting_Strategies
7 Companies Successfully Using AI in Their Recruiting Strategies

Get the latest talent experience insights delivered to your inbox.

Sign up to the Phenom email list for weekly updates!

Loading...

Helping a billion people find the right work.

Platform

Platform OverviewEmployeesCandidatesRecruitersManagersTalent MarketersTalent LeadersHRHRITPhenom AI

Featured Products

High-Volume HiringCareer SiteTalent MarketplaceChatbotTalent CRMCampaignsSMS & 1:1 MessagingView All Products

Solutions

By Experience

CandidatesRecruitersTalent MarketersTalent LeadersManagersEmployeesHRHRIT

By Industry

HealthcareHome HealthElderly CareHospitalsManufacturingPharmaceuticalTechnology & ITTransportation & LogisticsAirlines

Company

About Phenom

CustomersAboutNewsroomCareersAI EthicsSecurity & Trust CenterContact Us

Client Services

Customer ExperienceGlobal Professional ServicesGlobal Customer CareCustomer ValueTraining & CertificationPartnersRefer A Phriend

Resources

Resources

All ResourcesBlogCustomer StoriesWebinarsEventseBooks & ReportsFree ToolsCommunityAI & Automation LabTalk with AI AgentPhenom vs. Eightfold AI

Phenom Studios

All VideosProduct ToursAI Day On DemandIAMPHENOM On DemandHR Innovation ShowcaseIAMPHENOM India On DemandIAMPHENOM Europe On DemandCustomer Obsession Day On DemandIndustry Week On DemandTalent Experience Live
  • Privacy
  • Terms of Use
  • Security Policy
  • Vulnerability Disclosure Policy
  • Sitemap
  • Twitter2

© 2026 Phenom People, Inc. All Rights Reserved.

  • ANA DPF Dispute Resoultion logo
  • CSA logo
  • IAF
  • ISO 27001
  • ISO 27701
  • ISO 27017
  • ISO 27018
  • ANAB