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Phenom Buys Plum to Counter AI Candidate Fraud

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Siobhan Fagan avatar
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The psychometric assessment deal closes a year of rapid acquisitions aimed at validating human skills AI can't fake.

In Brief

  • Phenom acquires Plum to add psychometric assessments to its platform.
  • Acquisition targets validation of candidate skills beyond AI-generated profiles.
  • HR leaders gain science-based tools to reduce risk of bad hires.

Phenom today announced its acquisition of Plum.io, a psychometric-based talent assessment provider. The deal follows the company's February 2026 acquisition of Be Applied and completes a full-spectrum assessment stack covering cognitive, behavioral and situational capabilities for enterprise hiring, according to a company statement.

The acquisition targets a growing problem: AI-generated resumes, deepfake interviews and fabricated work histories that undermine traditional screening. Gartner projects that by 2028, one in four job candidates worldwide will be fake. Phenom said the combined platform will let enterprises validate durable human skills — empathy, judgment and adaptability — that AI cannot manufacture.

Plum's proprietary Role Model technology maps behavioral blueprints against more than 40,000 real-world jobs. The company claims it delivers candidate performance predictions four times more accurate than resume screening alone.

Table of Contents

What Plum and Be Applied Bring to Phenom Platform

The combined Plum and Be Applied integration aims to deliver the following capabilities across Phenom's platform:

CapabilityDescription
Psychometric talent assessmentsPlum's behavioral science measures durable skills AI cannot replicate
Full-spectrum assessment stackCovers cognitive, behavioral and situational evaluation at scale
Role Model technologyMaps behavioral blueprints against 40,000-plus real-world jobs
Voice Assessment AgentLets candidates complete behavioral assessments on their schedule
Simulation AgentTests candidate responses to realistic workplace scenarios
Agentic Delivery & Hypercell PersonalizationDeploys assessments dynamically across every role, market and hiring moment without manual reconfiguration

How the Plum Deal Fits Phenom's Broader Strategy

Phenom has completed five acquisitions since 2020 — three in 2026 alone — to build out its AI-powered talent management platform. In 2025, the company acquired EDGE for resource planning, secured a strategic alliance with Deloitte and launched a partner program and marketplace.

The January acquisition of Included, an AI-native people analytics platform, added predictive workforce intelligence and compliance-ready dashboards. The February acquisition of Be Applied, a London-based cognitive assessment firm, layered in adaptive assessments and validated skills mapping — a response to the World Economic Forum finding that 63% of employers cite skills gaps as the primary barrier to business transformation through 2030.

The acquisitions follow a deliberate logic. At the company's flagship IAMPHENOM conference in 2026, Phenom VP of Global Strategy and Futurist Cliff Jurkiewicz said the company screens targets not just for capabilities, but also for mission alignment. "What we buy is the purpose and the people behind it," he said. Plum, built around the belief that every person has untapped potential, fits that mold.

Also at the conference, Phenom introduced a next-generation AI engine with conversational voice screening agents and new orchestration engines and expanded its ServiceNow partnership. The arc from recruitment to full employee lifecycle reflects a clear bid to own the full enterprise talent stack.

AI Assessments Redefine Candidate Vetting

Behavioral and psychometric tools are evolving fast as vendors bundle cognitive, situational and behavioral evaluation into unified hiring workflows — and the pace of adoption is accelerating. Companies deploying agentic AI hiring workflows report 30% to 50% faster time-to-hire, with high-volume teams citing gains as high as 70%. Unilever cut time-to-hire by 75% after deploying AI video interviews and predictive analytics.

AI is pushing hiring beyond resume screening toward demonstrated skills validation — but the shift brings real challenges around fairness, transparency and regulatory compliance.

Phenom's acquisition of Plum sits squarely in this trend. By adding psychometric assessment to its agentic platform, Phenom aims to measure human skills like empathy, judgment and adaptability that resumes — and AI-generated profiles — simply cannot capture. Its combined stack spans cognitive, behavioral and situational evaluation, designed to operate at enterprise scale while countering the rise of AI-fabricated candidates.

Learning Opportunities

For recruiters, AI-driven platforms are already handling pre-screening, initial interviews and candidate scoring at volume. The harder questions are about what those tools miss. Skepticism persists around AI's ability to evaluate soft skills or cultural fit, and legal risks are rising as lawsuits challenge bias embedded in hiring algorithms.

Resume-based screening and basic assessments reveal what candidates have done, but aren't well-suited for identifying leadership potential, adaptability, and learning agility, especially in an era of poor skill signal quality, rapid technological change, and shortening skills shelf-life.

- Abhinav Shrivastava,

Research Manager, Talent Acquisition and Strategy at IDC

Governance, Compliance & Human Oversight

Jurisdictions are increasingly mandating bias audits for AI hiring tools, and litigation — including cases against Workday and Eightfold AI — has put unintentional discrimination in automated screening under the spotlight.

Vendors are responding with transparency and explainability features. Phenom goes a step further: every Plum assessment is independently audited using large-scale candidate data to detect adverse impact across demographic groups, and built to meet global data privacy and regulatory standards.

Still, 76% of job seekers expect humans to recognize their potential — and that may be exactly the point. The goal was never to remove humans from hiring, but to give them better science to work with.

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About the Author
Siobhan Fagan

Siobhan Fagan is the editor in chief of Reworked and host of the Apex Award-winning Get Reworked podcast and Reworked's TV show, Three Dots. Connect with Siobhan Fagan:

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