Making Smarter Hiring Decisions with Phenom Interview Intelligence: A Step-By-Step Guide

Managing interviews that stretch across days with multiple feedback rounds can be overwhelming, especially when you're coordinating across hiring managers while top candidates slip away. But what if your talent platform could handle interview complexity, allowing you to focus on building relationships?

In a recent episode of "Dear Phenom," a series designed to help customers learn more about how to get the best out of Phenom AI, Austin Moyer, Senior Customer Value Specialist at Phenom, addresses the following challenge:

Dear Phenom, I'm managing interviews that take weeks to complete. How can I expedite the entire interview process without compromising quality? How do I ensure consistency and reduce the time candidates wait for feedback?

Moyer walked through how Phenom Interview Intelligence can transform the entire interview lifecycle — from planning and preparation through execution, review, and continuous improvement to help teams find top candidates faster while creating seamless experiences that strengthen employer brand.

Watch now to see how AI-powered intelligence streamlines interviews, or read on for the step-by-step guidance on how to leverage Interview Intelligence across your hiring process.

What is Interview Intelligence?

Organizations need to create welcoming, fair, and consistent interview experiences, but executing this at scale requires strategic planning, thoughtful review, and continuous process improvement. That's where Phenom Interview Intelligence can help. It provides hiring teams with the technology to enact their strategy while surfacing valuable insights that identify top candidates and prevent bias from creeping into decisions.

Interview Intelligence combines AI and automation to deliver a structured, consistent, and compliant hiring process from start to finish. Rather than treating interviews as isolated conversations, it connects four critical capabilities that work together to accelerate hiring while improving quality. Phenom X+ powers Interview Intelligence, bringing AI into every stage so your team can focus on building relationships instead of managing logistics.

At its core, Interview Intelligence recognizes that great interviews lead to great hires. By embedding intelligence throughout the process, your team can interview with confidence, review with speed, and improve with data instead of assumptions.

How do I build a structured interview process?

Setting up Interview Intelligence starts with planning. Your first step is establishing clear interview processes that reflect your hiring standards and company values. Here's how to get started:

Set up your structured framework

• Navigate to the Interview Intelligence section within your platform and create competency-based interview guides specific to each role or job family

• Use the AI question generator to develop relevant questions based on job descriptions and required skills – questions are generated in seconds rather than hours of planning meetings, and are aligned to the specific needs of the role

• Set up custom scorecards that allow consistent evaluation across all candidates for a given position

• Share interview guides and scorecards with your full hiring team to ensure alignment before the first conversation happens

The goal here is simple: remove guesswork from the planning phase. When interviewers have a structured guide and clear evaluation criteria, they ask better questions and make more defensible decisions. Your candidates benefit because they experience consistent, professional interactions regardless of which team member conducts their interview.

How do I prepare interviewers for every interview?

Before your hiring managers even join a call, Interview Intelligence equips them with everything they need for a phenomenal conversation. The following preparation tools ensure every interviewer walks in ready:

• Receive pre-interview personalized coaching reminders tailored to each interviewer's patterns (talk-to-listen ratio, speaking pace, engagement style)

• Access auto-pulled highlights from the candidate's previous conversations within your organization and view AI-flagged skills gaps and development areas specific to this role

• Get custom interview questions generated based on prior conversations and areas that may have been missed in earlier rounds

• Review feedback already collected from other interviewers on the hiring team

This pre-interview intelligence removes the common scenario where hiring managers might jump into calls unprepared. Interviewers no longer rely on memory or scramble to review resumes. Instead, they can arrive with context, coaching, and clarity, strengthening candidate rapport and surfacing more meaningful insights during the actual conversation.

How do I conduct interviews that surface the right insights?

Once your process is planned and interviewers are prepared, Interview Intelligence helps them stay focused and gather high-quality information. Rather than dividing attention between note-taking and listening, your team can be fully present with every candidate. The following execution best practices support this shift:

Guide interviewers in real time

• Live guidance appears in a companion app sidebar, keeping interview questions prominent and accessible throughout the call

• Real-time X+ interventions alert interviewers when time is running short or when small talk is eating into the structured portion

• One-click "capture moment" flags important points – both positive and negative – with automatic timestamping for easy review later

• Auto-transcription captures every word of video and phone interviews, eliminating the need for manual note-taking

• Candidate profiles display instantly within the interview interface, eliminating screen-switching

This shift matters more than it sounds. When interviewers aren't scrambling to write notes or remember details, they build a stronger rapport with candidates. Candidates feel heard. And your hiring team captures more complete information about each person's qualifications, communication style, and potential fit.

How do I verify candidate authenticity?

Beyond capturing complete information, Interview Intelligence safeguards hiring integrity through the Phenom fraud detection agent is an intelligent verification layer within Interview Intelligence that identifies resume fraud, AI-generated answers, and imposter behavior in real time. By uncovering meaningful patterns and actionable context, it supports faster, more confident hiring decisions while reducing mis-hires, managing risk, and protecting brand trust. The Agent works in real time to:

• Detect patterns suggesting authenticity concerns, including unusual pauses before responses, language deviating from natural conversational flow, or answers lacking personal grounding

• Suggest targeted follow-up questions that allow interviewers to explore candidate knowledge more deeply and gather genuine insight

• Verify identity consistency across video screenings, phone interviews, and in-person meetings by comparing behavioral patterns and response markers throughout your hiring funnel

• Flag concerns with timestamped video evidence, giving your team full transparency to make independent judgments

Related: Phenom Unveils the HR Tech Industry’s First Fraud Detection Agentic AI Tool

How can I review interviews efficiently and make faster decisions?

People often remember feelings instead of facts. By anchoring feedback to actual interview content, your hiring team makes more consistent and defensible choices. Decision meetings move faster because everyone can reference specific moments from the recordings.

This approach eliminates the debrief challenge: After interviews are recorded and transcribed, Review Intelligence enables your team to make decisions faster without cutting corners on quality. Below is the workflow with key capabilities and their outcomes:

Related: Innovative Healthcare Hiring: How IRC Elevates Interviews with Hiring Intelligence

How do I continuously improve my interview process?

The final pillar of Interview Intelligence is improvement. Your interview process should get better with each hire. The following steps help you optimize over time:

• Analyze detailed interviewer performance metrics, including talk ratio, conversation fluidity, and engagement patterns, to identify strengths and opportunities

• Gain visibility into top performing interviewers and pinpoint those who need additional coaching

• Generate personalized feedback and training recommendations for each interviewer based on actual interview moments, not general guidance

• Identify specific "coachable moments" within conversations where bias risk or process gaps emerge

• Monitor compliance measures like question consistency and inappropriate language detection to reduce legal risk

• Share best practices across your organization so lessons learned from one team benefit the entire company

• Track key metrics over time to measure the impact of your improvements

Interview Intelligence uses a responsible AI framework to ensure fairness at every stage. This four-pillar approach is explainable, defensible, and highly configurable. Fit scores are based exclusively on skills, job title, experience, and location, with no protected characteristics included.  This continuous loop separates organizations that consistently hire great people from those that struggle with similar problems repeatedly. When you capture data about what works and what doesn't, you can make intentional improvements rather than hoping hiring gets better on its own.

Related: Avoiding Bias and Improving Hiring Outcomes During the Interview Process

What outcomes can I expect from Interview Intelligence? 

The numbers tell the story. Organizations leveraging Interview Intelligence see measurable improvements across the hiring process. Here are the outcomes your team can expect:

• Reduced interview cycle length while maintaining or improving quality

• Faster feedback loops that keep top candidates engaged

• Higher consistency in candidate evaluation across all rounds

• Better detection and prevention of bias in hiring decisions

• Increased interviewer confidence through data-backed insights

• Stronger employer brand perception from candidates

• Enhanced planning, better candidate conversations, and continuous improvements

When structured intelligence guides every stage, hiring updates from a time-consuming bottleneck into a strategic advantage.

Curious to see it in action? Explore the Interview Intelligence demo in the Phenom Digital AI & Automation Lab, and reach out to your account manager to learn more.