Kevin William David

JusRecruit - AI ATS that handles phone screens + first-round interviews

Cut time-to-hire by 10 to 15 days with AI that handles your first hiring bottleneck. JusRecruit phone-screens every inbound applicant, runs structured AI interviews, and surfaces only qualified candidates. Teams skip low-signal first rounds, free up ~20 recruiter hours per role, and move faster without sacrificing fairness or quality.

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Siddhartha Sarker
👋 Hi Product Hunt! I'm excited to introduce JusRecruit to the community today. Hiring teams today are overwhelmed with inbound applications. Recruiters often spend hours screening resumes, scheduling calls, and manually filtering candidates before they even reach the interview stage. We built JusRecruit to solve exactly this. JusRecruit is an AI-powered recruiting platform designed for high-volume hiring teams. It helps companies automatically screen applicants through AI phone interviews, run structured AI interviews, manage pipelines, and identify the best candidates faster. Our goal is simple: Help recruiters reduce time-to-hire by 10-15 days and save ~20 hours of manual screening per role. JusRecruit is especially useful for: • Recruiting agencies • Companies hiring at scale • Teams receiving hundreds of applicants per role Instead of spending hours screening candidates manually, recruiters can focus on engaging with the right candidates faster. We’ve spent months building and refining this product and would genuinely love your feedback. If you’re in recruiting or hiring, we’d love to know: 👉 What is the most time-consuming part of your hiring process today? Thanks so much for checking out JusRecruit 🙌
Vinayak Khairnar

Hiring is broken at the screening stage, too many applicants, too little time, and recruiters burning hours on calls that go nowhere.

JusRecruit fixes exactly that. Post a job, and "Saina" our AI interviewer takes over the phone screens and first-round interviews automatically. You wake up to a ranked shortlist of candidates who are actually qualified.

What makes it stand out is that it's not just an AI interviewer, it's a full recruiting stack. The built-in ATS lets you track every candidate, move them through stages, and plug in assessments, all in one place. No switching between five tools.

For any team tired of slow, messy hiring, this is worth trying.

Nawal Mishra

👋 Hey Product Hunt!

I'm Nawal, and I've been obsessed with one problem for the past year: why does hiring still feel like it's stuck in 2005?

Watching recruiters drown in spreadsheets, manually dialing candidates, and copy-pasting the same screening questions over and over - it felt like a solvable problem. So we built JusRecruit.

JusRecruit is an AI-powered recruiting ATS platform for high-volume hiring teams. It runs AI phone screenings, conducts structured interviews, and surfaces your best candidates - automatically. The outcome we're laser-focused on: cutting 10–15 days off time-to-hire and saving recruiters ~20 hours of manual work per role.

We've been deep in the weeds on this - talking to recruiting agencies, in-house TA teams, and high-growth companies hiring hundreds of people at once. Every conversation reinforced the same pain: screening is broken at scale.

This is our answer to that.

If you're in recruiting, talent acquisition, or just someone who's been on the receiving end of a chaotic hiring process - I'd genuinely love your take.

👉 What's the most painful, soul-crushing part of your hiring process right now?

Every response shapes what we build next. Thanks for being here 🙌

Klara Minarikova

Phone screening was always the fastest way to filter candidates, but also where the first connection happened. Some people simply prefer talking to a human — it is how trust starts. Have you seen any pushback from candidates on the AI-led screening, or does the speed trade-off make up for it?

Siddhartha Sarker

@klara_minarikova That’s a great point. Phone screening has always been both a filtering step and a way to start that first human connection.

What we’ve seen so far is that most candidates actually appreciate the speed and flexibility. Instead of waiting days for a recruiter call, they can complete the screening immediately and move forward faster in the process.


We’re also careful about positioning it clearly to candidates. It’s not meant to replace human interaction in the entire hiring journey. It simply handles the initial screening so recruiters can spend more time having meaningful conversations with the most relevant candidates later in the process.


That balance between efficiency and human connection is something we’re paying close attention to as we continue improving the product.

Henry Kojo Owusu
interesting direction. hiring systems usually get cluttered quickly with candidate data and stages. how are you keeping the workflow clean and easy to manage over time
Siddhartha Sarker

@henry_kojo_owusu Great question. Hiring workflows can definitely get cluttered when candidate volume increases.

With JusRecruit, we try to keep things clean in two ways. First, we automate the initial screening through AI phone screening and AI interviews, which collect structured responses, summaries, and key signals automatically. This helps filter and prioritize candidates early so recruiters are not manually reviewing hundreds of profiles.


Second, JusRecruit also includes a fully functional ATS within the platform. So candidate data, screening results, interview feedback, and hiring stages all stay in one place instead of being spread across different tools. The goal is to keep the workflow simple and organized even as the number of applicants grows.

Henry Kojo Owusu
@siddhartha_sarker1 that makes sense, especially automating the early screening and keeping everything in one place. i’ve seen though that even with structured data, things can still get stuck between stages if ownership and follow ups aren’t clear. are you handling that within the system as well
Siddhartha Sarker

@henry_kojo_owusu Good point. That’s something we’ve seen happen as well.

In JusRecruit, we handle this by allowing teams to add hiring managers and team members with different access levels inside the platform. This makes it easy to assign ownership for specific jobs, so everyone knows who is responsible for moving candidates forward.

Since JusRecruit also includes a built-in ATS, candidate stages, screening results from AI phone calls and AI interviews, and team collaboration all happen in one place. That way, hiring managers can directly review candidates, give feedback, and take action without things getting stuck between stages.

Henry Kojo Owusu
@siddhartha_sarker1 that’s solid, especially assigning clear ownership within the system. i’ve seen that alone solves a lot of bottlenecks. at that point it really comes down to how consistently teams use it day to day
Siddhartha Sarker

@henry_kojo_owusu That’s true. Tools can only help if the team actually uses them consistently.

We’ve tried to keep JusRecruit flexible enough that it naturally fits into the recruiter and hiring manager workflow. Since screening results, candidate summaries, and the ATS pipeline are all in one place, hiring managers can quickly review candidates and take action without switching tools.

The goal is to reduce friction, so it becomes easier for teams to stay consistent with the process day to day.

Fairpay

Interesting approach to cutting hiring bottlenecks — phone screens are one of the most time-consuming parts of the process. How does the AI handle edge cases where candidates give unexpected or creative answers?

Siddhartha Sarker

@fairpay Great question. In early screening, most questions are designed to capture structured signals like experience, skills, availability, compensation expectations, or problem-solving approach.

When candidates give unexpected or creative answers, the system doesn’t try to force a rigid interpretation. The responses are transcribed and analyzed for key signals, but recruiters can always review the full response and context.

In many cases those “unexpected” answers are actually useful, because they reveal how a candidate thinks or communicates. The AI helps surface those responses efficiently, while the final judgment still stays with the recruiter.

So the goal is not to over-automate decision making, but to make it much faster for recruiters to review and identify promising candidates.

Sviatoslav Dvoretskii

Automating phone screens and first-round interviews with AI targets the exact stage of the hiring funnel where the most recruiter time gets burned on candidates who won't advance — handling that initial qualification layer frees up human recruiters to focus on the nuanced later-stage conversations where judgment actually matters. The key question for any AI-driven interview tool is candidate experience; how do candidates typically react to the AI interviewer compared to a human phone screen — do you see differences in completion rates or candidate satisfaction scores between the two formats?

Siddhartha Sarker

@svyat_dvoretski That’s exactly the problem we’re trying to solve. A large portion of recruiter time gets spent on early screening that often doesn’t move candidates forward.

On the candidate side, what we’re seeing so far is that most candidates appreciate the speed and flexibility. Instead of waiting days for a recruiter to schedule a call, they can complete the screening when it’s convenient for them and move ahead in the process faster.

Completion rates have been quite strong, especially when the expectations are clearly communicated upfront. Candidates generally respond well when they understand that this step helps accelerate their application rather than delay it.

We also see this as a complement to human interaction rather than a replacement. The goal is to automate the initial qualification layer so recruiters can spend more time on meaningful conversations with shortlisted candidates.

Candidate experience is definitely something we’re closely tracking and continuously improving as we scale.

Michael Matassa

Love the recruiter side of this. Building on the candidate side with JobsUncle.ai would love to chat about where these intersect.

Siddhartha Sarker

@michael_matassa Appreciate that, thanks. JobsUncle.ai sounds interesting, especially if you're focusing on the candidate side of the journey.

There’s definitely a lot of opportunity where candidate experience and recruiter efficiency intersect. Would love to learn more about what you’re building and explore where there might be overlap.

Michael Matassa

@siddhartha_sarker1 Would love to jump on a quick call this week — I think there's something real where these two products meet. michael@matassa.com | linkedin.com/in/matassa

Adam

Really interesting, especially focus on removing the bottleneck at the screening stage.

Curious how you're thinking about false positives early on.

Siddhartha Sarker

@edgeghost False positives are definitely something we think about carefully, especially at the screening stage.

Our approach is to use AI mainly to structure and surface signals, not to make irreversible decisions. Recruiters can still review the full responses, transcripts, and evaluation signals before deciding whether a candidate should move forward.

The goal is to significantly reduce the manual screening workload while keeping the recruiter in control of the final judgment. That helps minimise the risk of strong candidates getting filtered out too early.

Mitali Trivedi

Thrilled to launch JusRecruit here today! 🙌

Recruiters told us the same thing over and over: too many CVs, too little time, and first-round calls eating up the entire week.

With JusRecruit, your pipeline moves on autopilot. Every candidate gets a structured AI interview the moment they apply. You get a shortlist with consistent, comparable insights, so you can focus on closing, not filtering.

Less screening. Better hires. Faster. That's what we built.

Built by people who've lived the hiring bottlenecks firsthand, we'd love for you to try it and tell us what you think!

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