{"id":26015,"date":"2026-05-13T18:08:44","date_gmt":"2026-05-13T18:08:44","guid":{"rendered":"https:\/\/procomservices.com\/?p=26015"},"modified":"2026-06-02T16:24:16","modified_gmt":"2026-06-02T16:24:16","slug":"the-candidate-may-not-be-a-single-person-deepfakes-proxy-interviews-and-synthetic-personas","status":"publish","type":"post","link":"https:\/\/procomservices.com\/en-us\/insights\/the-candidate-may-not-be-a-single-person-deepfakes-proxy-interviews-and-synthetic-personas\/","title":{"rendered":"\u201cThe candidate\u201d may not be a single person: Deepfakes, proxy interviews, and synthetic personas"},"content":{"rendered":"\n

Bottom line <\/h2>\n\n\n\n

Identity fraud is no longer just a matter of the wrong name appearing on paperwork. <\/p>\n\n\n\n

In more sophisticated cases, it can involve a coordinated handoff: one person interviews, another person starts the assignment and someone else supports or completes the work behind the scenes. <\/p>\n\n\n\n

For organizations that rely on contingent labour, contractor programs and remote hiring models, this creates a new kind of workforce risk. The question is not only whether the candidate is qualified. It is whether the person being evaluated is the same person who will show up, gain access and perform the work. <\/p>\n\n\n\n

Executive summary <\/h2>\n\n\n\n

Impersonation fraud has become more difficult to detect as remote interviewing, AI-enabled tools and distributed work models have become more common. <\/p>\n\n\n\n

Proxy interviews, synthetic personas and deepfake-assisted video calls can make it easier for bad actors to present credibility during the hiring process while separating identity from capability. In other words, the individual who performs well in the interview may not be the same person who joins the team or delivers the work. <\/p>\n\n\n\n

For procurement and workforce leaders, the relevant question is not simply, \u201cCan this happen?\u201d <\/p>\n\n\n\n

It\u2019s: \u201cWhich roles require stronger expectations around interview integrity, identity continuity and onboarding confirmation?\u201d <\/p>\n\n\n\n

This distinction matters because not every role needs the same level of scrutiny. But roles with high access, high impact or elevated business risk require a more intentional approach. That includes roles with access to sensitive systems, client environments, financial information, proprietary data, critical infrastructure or high-value deliverables. <\/p>\n\n\n\n

The goal is not to make every hiring process slower. The goal is to apply the right level of verification to the right roles, based on risk. <\/p>\n\n\n\n

What this is not <\/h2>\n\n\n\n

This is not a claim that deepfakes are everywhere, or an argument against remote interviewing. <\/p>\n\n\n\n

And it is not a recommendation to add unnecessary friction to every hire. <\/p>\n\n\n\n

Remote hiring is now a standard part of how organizations access talent, especially in contingent workforce programs. The challenge is not remote work itself. The challenge is ensuring that the hiring process has enough structure to confirm identity and capability at the points where it matters most. <\/p>\n\n\n\n

What it looks like <\/h2>\n\n\n\n

A candidate interviews exceptionally well. They answer technical questions with confidence, communicate clearly and appear well aligned to the role. <\/p>\n\n\n\n

The onboarding process moves quickly. <\/p>\n\n\n\n

Within weeks, the team notices that delivery quality is inconsistent. The person avoids live collaboration, delays working sessions and struggles to explain decisions in real time. Over time, the hiring team realizes that the voice, cadence, problem-solving style and technical confidence do not match the interview experience. <\/p>\n\n\n\n

The issue is not simply underperformance. It raises a more serious question: was the person who interviewed the same person who started the assignment? <\/p>\n\n\n\n

That is the risk identity continuity is meant to address. <\/p>\n\n\n\n

Practical procurement delivery <\/h2>\n\n\n\n

Procurement does not need to turn hiring into an investigation. But it can help set clearer expectations for roles where identity continuity matters most. <\/p>\n\n\n\n

A stronger approach is to define role-tiered requirements across the workforce program. Procurement and workforce leaders should clarify: <\/p>\n\n\n\n