DEV Community: Shubham Goel

AI Interview Agent for Smarter Hiring

Shubham Goel — Thu, 01 Oct 2026 07:45:12 +0000

AI is changing how companies approach candidate screening and first-round interviews. An AI Interview Agent can help recruiters conduct conversational interviews, ask adaptive follow-up questions, and organize candidate insights more efficiently.

RIVIA by Talent Titan supports AI-powered video interviews to make early-stage hiring more flexible and structured.

How AI Is Making Interviews More Flexible

Shubham Goel — Tue, 29 Sep 2026 13:20:51 +0000

How AI Is Making Interviews More Flexible
How AI Is Making Interviews More Flexible

Hiring often involves a lot of repetitive work, from resume screening to scheduling first-round interviews. This can make the process slower for both recruiters and candidates.

Modern AI video interview software can help simplify early-stage screening by allowing candidates to participate more flexibly while giving recruiters structured insights.

An AI Interview Agent can also ask relevant follow-up questions based on a candidate's responses, making the conversation more interactive instead of relying only on fixed questions.

The goal isn't to replace recruiters. It's to reduce repetitive screening work so they can spend more time understanding candidates, discussing expectations, and making informed decisions.

Tools such as RIVIA by Talent Titan are one example of how conversational AI can support this approach.

AI may handle the repetitive parts of an interview, but the human side of hiring still matters most.

AI-Powered Learning Management: Moving Beyond Traditional LMS Platforms

Shubham Goel — Fri, 25 Sep 2026 09:17:01 +0000

Employee training has changed considerably as organizations have become more distributed and employees need to develop new skills continuously.

A traditional LMS can make courses available, track completion, and provide basic reports. But learning teams often face a different challenge: how do you make training relevant to each employee while managing it at scale?

This is where AI-powered learning management is becoming interesting.

From course libraries to personalized learning paths

Giving employees access to hundreds of courses does not necessarily mean they will know which ones are relevant to their role.

AI can help organize existing training resources into role-specific learning paths. Instead of asking employees to search through a large course library, organizations can structure learning around specific roles, skills, projects, or development requirements.

This can also make onboarding more structured. New employees can move from induction into role-specific learning and then into ongoing upskilling.

Making better use of existing training content

One of the practical problems with LMS implementations is content creation.

Organizations may already have presentations, documents, recorded sessions, videos, and other learning resources, but those materials can remain scattered across different systems.

An AI learning management platform can bring these resources together and organize them into smaller, structured learning modules.

For example, Talent Titan's AI Learning Management solution uses LUMA AI Agent to work with existing training materials and create customized learning paths. It can work with formats such as presentations, documents, recorded videos, and external learning portals.

That approach is useful because organizations don't necessarily need to rebuild their entire training library before introducing a more structured learning experience.

Evaluation should be part of learning

Another area where AI can add value is evaluation.

Completing a course does not always mean an employee has understood or can apply the material. Learning platforms can combine training with assessments to provide a better picture of progress.

LUMA, for example, supports AI-powered evaluations after learning modules and can use predefined performance benchmarks to award badges or certifications. This creates a connection between learning activity and measurable outcomes.

Learning data can become more useful

Training data becomes more valuable when it goes beyond simple completion percentages.

Organizations may want to understand:

Which employees have completed required training?
Where are the biggest skill gaps?
How are employees performing in evaluations?
Which teams need additional training?
Who has completed the requirements for certification?

Connecting learning data with HRMS systems can make this information easier for HR and L&D teams to monitor.

AI doesn't replace the L&D team

The most useful role for AI in learning management isn't necessarily replacing trainers or L&D professionals.

It is reducing repetitive work.

Content organization, learning-path creation, evaluation, progress tracking, and certification can involve a lot of manual effort. Automating some of these processes gives L&D teams more time to focus on training strategy, employee development, and improving the learning experience.

The bigger shift is from an LMS being simply a place where employees take courses to becoming a system that helps organizations manage continuous skill development.

As companies continue to invest in upskilling and reskilling, that distinction could become increasingly important.

AI Interview Agents: Making the Hiring Process More Human

Shubham Goel — Mon, 21 Sep 2026 10:55:30 +0000

Hiring has become increasingly complex for both candidates and recruiters.

Candidates may apply to dozens of roles, complete assessments, wait for responses, and go through multiple interview rounds before receiving a decision. Recruiters, meanwhile, may have hundreds or thousands of applications to process while trying to maintain a consistent candidate experience.

The challenge isn't simply hiring faster. It's finding ways to make the process more efficient without making it feel impersonal.

Where Traditional Screening Becomes Difficult

Initial candidate screening often involves repetitive tasks.

Recruiters may need to review resumes, ask similar questions to different candidates, schedule calls, take notes, and organize feedback. When hiring volumes increase, these activities can quickly consume a significant amount of time.

Candidates can also experience delays because early-stage interviews depend heavily on recruiter availability and scheduling.

Technology can help remove some of these bottlenecks.

Making Interviews More Flexible

AI video interview software gives candidates more flexibility during the early stages of recruitment.

Instead of coordinating every initial conversation around the availability of a recruiter or interview panel, candidates can complete an interview in a more convenient format.

This can be particularly useful for campus hiring, high-volume recruitment, distributed teams, and candidates managing work or education alongside their job search.

Flexibility doesn't solve every candidate experience problem, but it can remove an unnecessary source of friction from the process.

What Does an AI Interview Agent Do?

An AI Interview Agent can support the initial interview by interacting with candidates, asking questions, and responding to their answers.

The important difference is that the experience doesn't necessarily have to follow a completely rigid script.

For example, if a candidate discusses a difficult project, the interview can explore that experience further by asking about their responsibilities, the challenges they faced, the approach they took, and the outcome.

This can provide more context than simply checking whether certain keywords appear on a resume.

Moving Beyond Resume-Based Screening

Resumes are useful, but they don't always tell the complete story.

A candidate's resume might mention a project, skill, or previous position, but it may not explain how they approached problems, worked with a team, communicated with stakeholders, or handled unexpected situations.

An interactive interview provides an opportunity to explore those areas.

This doesn't mean automated interviews should make hiring decisions independently. Instead, they can help recruiters gather more structured information before moving candidates to deeper evaluation stages.

Helping Recruiters Focus on Candidates

One of the biggest advantages of interview automation is reducing repetitive work.

When an AI Interview Agent handles parts of the initial screening process, recruiters can spend more time on activities that require human judgment.

That includes understanding candidate motivations, discussing expectations, communicating with hiring managers, evaluating cultural and role fit, and building relationships.

RIVIA by Talent Titan follows this approach with conversational interviews, adaptive questioning, and structured candidate insights.

The goal isn't to remove recruiters from the process. It's to give them better tools and more time to focus on people.

Supporting Consistent Screening

Consistency is another important consideration.

Different recruiters may naturally ask different questions or focus on different areas during an initial conversation. This can make early-stage candidate evaluation less consistent.

Interview technology can provide a common framework while still allowing conversations to adapt based on candidate responses.

Structured scorecards and interview insights can also make it easier for recruiters to review information when deciding who should move to the next stage.

A Better Approach to High-Volume Hiring

The value of this approach becomes especially clear when companies receive large numbers of applications.

Campus recruitment, graduate programs, technical hiring, sales roles, customer support positions, and large recruitment campaigns can quickly create screening challenges.

An AI Interview Agent can help organizations handle more initial conversations without requiring recruiters to manually conduct every first-round interview.

Candidates get an opportunity to explain their experience, while recruiters receive organized information that can support the next stage of evaluation.

Keeping Humans in the Hiring Process

Automation should not mean removing human judgment.

Hiring decisions involve context that technology cannot fully understand on its own. Recruiters and hiring managers still need to consider experience, communication, motivation, career goals, team requirements, and the specific needs of a role.

Technology can support that process by handling repetitive tasks and organizing information.

Humans can then focus on conversations, context, and final decisions.

Looking Ahead

The future of recruitment is unlikely to be about choosing between technology and human interaction.

Instead, the opportunity is to combine both.

AI video interview software can make early-stage interviews more flexible, while an AI Interview Agent can help organizations conduct conversational screening at scale.

For candidates, this can create a more convenient experience. For recruiters, it can reduce repetitive work and provide more structured candidate information.

The most useful recruitment technology isn't necessarily the technology that automates everything.

It's the technology that removes unnecessary work while leaving the important human decisions in human hands.

devops #ai #recruitment #hrtech #artificialintelligence #webdevelopment #careers #hiring

How does AI improve the video interview process?

Shubham Goel — Wed, 16 Sep 2026 11:48:51 +0000

AI can make the initial interview process faster and more consistent, especially when recruiters need to screen a large number of candidates.

AI video interview software like RIVIA by Talent Titan can conduct conversational interviews, ask adaptive follow-up questions, capture candidate responses, and generate structured evaluations. This reduces the repetitive work involved in scheduling and conducting first-round interviews.

The recruiter still makes the final hiring decision, while AI helps handle the initial screening and organize candidate insights more efficiently.

Hiring teams are moving beyond manual first-round screening.

Shubham Goel — Mon, 14 Sep 2026 11:40:18 +0000

RIVIA by Talent Titan brings conversational AI into the interview process, helping teams conduct adaptive video interviews, ask relevant follow-up questions, and generate structured candidate insights faster.

If you’re exploring smarter ways to streamline candidate screening, check out RIVIA: https://talenttitan.com/ai-agents/rivia-ai-video-interview-software/

AI Interviews Are Changing Hiring

Shubham Goel — Wed, 09 Sep 2026 09:36:09 +0000

Recruitment is moving beyond resumes and traditional screening. AI-powered interviews can help companies evaluate candidates faster, automate repetitive screening, and make the hiring process more scalable.

One interesting approach is RIVIA, an AI interview agent designed to conduct candidate interviews and help recruiters screen applicants without the usual scheduling bottlenecks.

Learn more about RIVIA: https://talenttitan.com/ai-agents/rivia-ai-video-interview-software/

As AI becomes a bigger part of recruitment, the key challenge isn't just automation — it's using AI to make candidate evaluation faster while keeping the process structured and consistent.

RIVIA: AI-Powered Video Interviews for Smarter Hiring

Shubham Goel — Mon, 07 Sep 2026 11:06:54 +0000

AI is changing how companies handle the first stage of technical and professional hiring.

RIVIA helps recruiters conduct AI-powered video interviews, automate initial screening, and evaluate candidate responses consistently—without the scheduling overhead of traditional first-round interviews.

For teams handling high-volume hiring, it’s an interesting way to bring more automation into the interview workflow.

Explore RIVIA: RIVIA AI Video Interview Software

AI interviews are changing how companies screen candidates. As hiring volumes grow, recruiters need a way to conduct consistent first-round interviews without adding more scheduling and manual screening work. RIVIA by Talent Titan.

Shubham Goel — Thu, 20 Aug 2026 12:09:42 +0000

AI is transforming hiring by making interviews faster, smarter, and more scalable. Tools like RIVIA help recruiters automate initial screening while keeping the process structured and consistent.

Shubham Goel — Wed, 19 Aug 2026 11:16:21 +0000

Streamline hiring with RIVIA by Talent Titan—conversational AI for video interviews, contextual follow-ups, and instant candidate scorecards. Explore: https://talenttitan.com/ai-agents/rivia-ai-video-interview-software/

Shubham Goel — Thu, 13 Aug 2026 12:21:51 +0000

AI Video Interview Software | RIVIA AI Interview Agent

Conduct hundreds of AI-powered video interviews simultaneously. RIVIA delivers real-time adaptive questioning, structured scorecards, and ATS integration.

talenttitan.com

Still relying on manual screening? AI video interview software can automate first-round interviews, generate structured scorecards, and speed up hiring. Learn how RIVIA does it: https://talenttitan.com/ai-agents/rivia-ai-video-interview-software/

Shubham Goel — Fri, 07 Aug 2026 07:56:06 +0000

AI Video Interview Software | RIVIA AI Interview Agent

Conduct hundreds of AI-powered video interviews simultaneously. RIVIA delivers real-time adaptive questioning, structured scorecards, and ATS integration.

talenttitan.com