HR & Recruiting

AI-assisted candidate screening, inbound applicant triage and evaluation, fit scoring, shortlisting, and asynchronous pre-screening

Use AI to evaluate inbound applicants and sourced talent at scale—parsing CVs, matching candidates to role criteria, triaging must-have requirements, prioritizing recruiter review queues, routing qualified applicants to the right stages, answering candidate FAQs, running structured chat, voice, and video pre-screens, summarizing candidate backgrounds, surfacing gaps or inconsistencies, preparing recruiter-ready briefs, scoring fit, and producing shortlist recommendations so hiring teams can filter faster without outsourcing judgment.

Why the human is still essential here

Recruiters and hiring leaders must define the evaluation criteria, triage rules, interview structure, and guardrails; validate AI recommendations with human judgment; assess real competence and context in live conversations; ensure fairness and compliance; interpret inconsistencies carefully; and retain all final hiring decisions.

How people use this

Skills-based resume match scoring

AI parses inbound resumes and ranks candidates against a structured scorecard to create a shortlist for recruiter review.

Eightfold AI

Chatbot pre-screen with knockout questions

A conversational assistant runs first-pass screening via chat or SMS and routes qualified applicants into the shortlist and scheduling flow.

Paradox (Olivia)

On-demand video screening interviews

Candidates complete structured first-round video responses that AI summarizes and scores so recruiters can review shortlisted applicants asynchronously.

HireVue

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Related Prompts (2)

Latest community stories (10)

News
Article

HiredAI Launches Cortex, a Recruiting Automation Engine That Triages Applicants and Sources Candidates on Autopilot

Washington, DC — May 24, 2026 — HiredAI today announced the general availability of Cortex, an automation layer built into its recruiting platform that handles two of the most time-consuming functions in modern hiring — inbound applicant triage and outbound candidate sourcing — without requiring recruiters to babysit either one.

Cortex is now live for all HiredAI customers at app.hiredaiapp.com/cortex, with no separate purchase required.

H
HiredAiAI-powered recruiting platform and job marketplace
May 25, 2026
News
Article

GoodTime Introduces Cori, The AI Agent Powering Hiring Coordination End to End

GoodTime has released Cori, a proactive digital teammate that takes action to keep hiring moving, from first touch to final interview.

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GoodTimeEnterprise interview scheduling automation platform for talent teams
May 12, 2026
Personal Story
LinkedIn

Do I use AI?

Do I use AI? Yep. And honestly? It's made me a way better recruiter.

Let me break it down.


Last week I was sourcing for a millwright role at a manufacturing client. Ten years ago, that meant hours of digging, calls, and crossed fingers. Now? AI helps me screen faster, find the right candidates (not just the loudest resumes), and craft outreach that actually sounds like me. Not a robot blasting 200 people with "Hi {{FirstName}}."


Here's where it gets good though......


I use AI to dig deep into my clients, their culture, their projects, what their shop floor actually looks like, what kind of person thrives there. Pair that with my own background in skilled trades and engineering, and I can tell within a conversation whether someone's going to fit or flame out.


That's not AI doing my job. That's AI handing me a magnifying glass.


The human part? Still 100% me.

The gut feel on a call. The "this candidate's going to crush it" instinct. The trust I've built with clients over years. None of that comes from a prompt.


AI isn't replacing recruiters. It's outputting my role x10, if you know how to use it.


The ones who lean in are going to eat. The ones who don't… well.

SF
Sarah FellRecruiter
May 13, 2026
Opinion
LinkedIn

AI tools are not replacing recruiters. They’re replacing bad recruiters.

AI tools are not replacing recruiters. They’re replacing bad recruiters.

I use AI every day in my process.


For:


✔ Initial CV screening patterns

✔ Job description optimisation

✔ Interview question generation

✔ Market salary data synthesis


Not for:


✘ Deciding if a person is right for a team

✘ Reading between the lines of a candidate’s career story

✘ Managing a hiring manager’s expectations

✘ Negotiating an offer that both sides feel good about


The recruiters panicking about AI are the ones whose entire value was in admin.


The recruiters thriving right now are the ones whose value was always in judgment, relationships, and insight.


And if you’re a hiring manager — are you working with a recruiter or a CV forwarding service?

AC
Andy CoxRecruiter
May 5, 2026
News
LinkedIn

Today, we’re introducing SeekOut Sam: our AI-powered screening and inbound evaluation solution! 🚀

Today, we’re introducing SeekOut Sam: our AI-powered screening and inbound evaluation solution! 🚀

Sam helps recruiting teams evaluate applicants against role-specific criteria, invite candidates into structured AI-led screens, and review summaries, transcripts, scores, and supporting evidence before the first live conversation.


The result is a more consistent way to understand who should move forward, without asking recruiters to spend hours reviewing every resume or scheduling first-round calls that may not lead anywhere.


With SeekOut Sam, teams can:

– Evaluate inbound applicants with explainable AI insights

– Screen candidates asynchronously

– Compare resume claims with screening responses

– Keep recruiters and hiring teams in control of every decision

– Focus live conversations on candidates with stronger signal


Sam can be used as a standalone solution for inbound applicant evaluation and screening, or bundled with SeekOut Recruit for teams that want sourcing, talent rediscovery, inbound evaluation, and screening in one broader workflow.


Read the full launch post to learn more: https://lnkd.in/eXDxTX2b

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SeekOutHelping organizations build winning teams by aligning talent strategy with business goals.
May 4, 2026
Tip
LinkedIn

Most recruiters are using AI wrong.

Most recruiters are using AI wrong. Heck, I was using AI wrong in the beginning. They treat it like Google.

“Write me a job description.”

“Summarize this resume.”

“Draft an email.”


That’s not where the value is.

The real shift in thinking is this...

AI is not a tool but it’s a workflow layer.


Here’s what that looks like in practice...


Before AI:

1) Open req

2) Write JD from scratch

3) Manually screen 50 resumes

4) Start sourcing


After AI:

1) AI drafts the JD from intake notes

2) AI summarizes and ranks applicants against non-negotiables on the req

3) AI generates search strings

4) Recruiter focuses on decisions, not typing


Same job. Completely different leverage.


The teams who will be the most efficient won’t be the ones “using AI.”


They’ll be the ones redesigning their workflow around it. This doesn't need to be scary. It's actually super cool.

KR
Kimberly RobertshawManager, Talent Acquisition
May 5, 2026
News
Article

Amazon Connect Talent for AI-powered hiring (now available in Preview)

Amazon Connect Talent is now available in Preview, giving talent acquisition leaders an AI-powered hiring solution that accelerates candidate selection at scale. Informed by decades of Amazon's hiring science, Amazon Connect Talent uses AI agents to conduct structured voice interviews, administer science-backed assessments, and score candidates consistently — freeing recruiters to focus on strategic decisions. Candidates interview 24/7 from any device. Recruiters review scores, transcripts, and detailed candidate evaluations generated by their AI teammate — empowering them to make faster hiring decisions with consistent objectivity.

Preview capabilities include AI-driven skills assessments, AI-led voice interviews with adaptive questioning, a brand-customizable mobile-first candidate portal, a comprehensive recruiter dashboard, system admin onboarding tools, and Applicant Tracking System (ATS) integrations for quick deployment. Amazon Connect Talent scales to handle hiring surges, evaluating hundreds of candidates simultaneously.

AW
Amazon Web ServicesProduct team
Apr 28, 2026
News
Article

uRecruits Takes Scheduling and First-Round Interviews Off Recruiters' Plates as Interview Scheduling and AI Pre-Screening Agents Go Live

AI conducts a full pre-screening interview with every candidate. Every hiring round that follows is coordinated automatically. No phone screens, no scheduling emails, just the right people ready to meet.

CLEVELAND, April 30, 2026 /PRNewswire/ -- uRecruits, the AI recruitment software platform for HR teams, recruiters, and staffing agencies, today announced the simultaneous launch of two new capabilities inside uR Agent™, its conversational hiring assistant: the AI Pre-Screening Agent and the Interview Scheduling Agent. Both are live immediately for all customers on every plan, from $39 per month.

TA
Thomas AlexanderFounder & CEO, uRecruits Inc.
Apr 30, 2026
Personal Story
LinkedIn

I’ve been heads-down building my AI workflow for the past few months.

I’ve been heads-down building my AI workflow for the past few months.

As a Talent Partner at a VC fund, I’m constantly context switching: sourcing candidates, prepping for calls, writing content, tracking market signals, supporting founders.


The cognitive load is real.


So I started systematically automating the parts that don’t need me to be me so I can spend more time on the parts that do. 🛠️


Here’s what I’ve built so far.


🔍 Talent workflows

• Auto generated weekly prep sheets for all candidate 1:1s pulled from calendar and intake notes

• “Jobs of the Week” LinkedIn posts drafted automatically from role inputs

• Candidate matcher that scores my entire talent pool against any role in seconds

• LinkedIn network matcher using the same scoring across my 20,000+ connections

• Student finder that analyzes project depth not just keywords to surface top interns and new grads 🎯


📊 Market intelligence

• Daily briefing with layoffs, acquisitions, funding rounds and ready to use Boolean strings

• Weekly digest that turns signals into a portfolio ready email

• Monthly report covering news and press for every portfolio company 📰


🧠 Founder support

• Values based interview guide generator customized in minutes

• Talent playbook builder with Notion ready guides for hiring and people topics from pre seed to Series A

• Daily briefing also includes AI news and top stories


💡 Bonus

On workout days it tells me what to do at the gym. Yes, really. 💪


I’m not a developer.


I built all of this in Claude.


Took a few weeks of iteration. Saving hours per week already.


If you’re in recruiting, VC, or any role heavy on relationships and content, building your own system is very worth it.


The ROI is real.

AK
Alison KaizerTalent Partner at Golden Ventures
Apr 29, 2026
Personal Story
LinkedIn

I've spent a lot of time recently experimenting with AI.

I've spent a lot of time recently experimenting with AI. Testing tools, pushing them, seeing where they're genuinely useful in my work as a recruiter.

And I'll be straight with you, a lot of it has impressed me. The progress in the last couple of years has been remarkable.


But after all of that testing, the thing that's become clearest to me is this.


AI can process. It can summarise, screen, match keywords, draft outreach. It does a lot of that faster than any human ever could.


What it can't do is think creatively about a person.


It can't look at someone's career on paper and see the story underneath it. It can't reframe a brief when the obvious candidate doesn't exist. It can't figure out that the best person for a CTO role has never had the title but has been doing the job for two years in everything but name.


That creative leap, connecting dots that aren't obviously connected, is what experienced recruiters do every single day.


I don't think AI is a threat to great recruiting. I think it's actually made great recruiting easier to see.

AR
Antony RedmondCo-Founder @ Reqiva
Apr 24, 2026