Interviewfy
AI Recruiting Software for Smarter Screening and Interviewing


Project Overview
An AI-powered platform for streamlined candidate screening and interviewing
The platform is an AI recruiting software solution that streamlines early-stage hiring, from candidate sourcing and resume screening to AI-powered interviewing and evaluation. As an AI recruitment platform, it creates tailored interviews from job descriptions and resumes, conducts live or asynchronous candidate screening, and generates structured assessments. ATS and recruitment integrations help hiring teams improve consistency and make faster decisions.
Product Type
AI Recruiting Software
Platform
Web & Mobile

The Challenge
Scaling AI Recruitment Across Screening, Interviewing, and Candidate Evaluation
The platform needed to address key challenges across screening, interviewing, evaluation, and communication. It also required a scalable AI recruiting software and recruitment automation software approach.
Time-consuming candidate screening
Manual resume review, first-round interviews, scoring, and candidate follow-ups consumed significant recruiter time and made the process difficult to scale.
Complex AI interview orchestration
Creating a reliable AI interviewer required consistent voice-agent behaviour, tailored interview context, real-time answer evaluation, and intelligent decisions on when to ask follow-up questions or move forward.
Multi-channel communication complexity
Supporting live interviews alongside SMS, WhatsApp, and email required separate communication workflows while maintaining reliable delivery, consistent messaging, reminders, and response handling.
Inconsistent candidate evaluation
Different interviewers applied different standards, while manual scoring made it difficult to maintain consistent and auditable assessments.
Complex third-party integrations
Connecting ATS and assessment platforms required handling different APIs, data structures, authentication, synchronization, and reliable transfer of candidate and interview data.
Difficulty scaling across organisations
Supporting multiple hiring organisations required a centrally managed recruitment automation software solution with secure organisation-level data isolation and scalable administration.
Project Objective
Streamline Hiring With AI Recruiting Software for Smarter Candidate Screening
01
Automate Candidate Screening
Reduce the manual effort involved in resume review, initial screening, and candidate prioritization by automating the early stages of the hiring process.
02
Streamline AI-Powered Interviews
Automate first-round interviews using tailored AI-generated questions and flexible interview formats, including live video interviews and asynchronous screening through SMS and WhatsApp.
03
Enable Consistent Candidate Evaluation
Evaluate candidate responses against defined and weighted criteria to create structured and consistent candidate assessments.
04
Create Reliable Human Escalation
Create a centrally managed recruitment workflow capable of supporting multiple hiring organisations while maintaining scalable administration and organisation-level data isolation.
The Solution
One Scalable AI Recruitment Platform for Screening, Interviewing, Evaluation, and Recruitment Workflows
AI Interviewer
Conducts tailored, real-time spoken interviews using candidate and job information to support AI for interviewing.
Multi-Modal Screening
Supports live interviews and asynchronous screening through SMS and WhatsApp for flexible candidate evaluation.
Structured Candidate Evaluation
Assesses responses against defined criteria to generate consistent and auditable candidate assessments.
Connected Recruitment Workflow
Connects screening, interviews, scheduling, ATS integration, and recruiter workflows in one scalable recruitment automation software platform.
Our Approach
Four principles for a unified and scalable recruitment workflow
01
Automated & Flexible Screening
Streamline initial candidate screening and provide flexible interview options, including live interviews and conversational screening, to reduce recruiter effort and accommodate different candidate needs.

02
Tailored & Consistent Evaluation
Use job requirements and candidate information to create relevant interview experiences while applying structured evaluation criteria consistently across candidates.

03
Connected Recruitment Workflow
Bring screening, interviewing, evaluation, scheduling, and candidate management into a unified workflow that works seamlessly with existing recruitment systems.

04
Scalable Hiring Operations
Build a centrally managed solution capable of supporting multiple hiring organisations while maintaining a consistent and scalable recruitment experience.

How Interviewfy Works
From Candidate Screening to AI-Powered Interview Evaluation
Capture Job & Candidate Context
Bring together job details and candidate resumes to create the foundation for the hiring workflow.

Screen & Prioritize Candidates
Use resume screening and defined criteria to score and identify the most relevant candidates.

Conduct AI-Powered Interviews
Run tailored AI interviews through video, SMS, or WhatsApp based on the candidate and role.

Evaluate & Support Hiring Decisions
Assess interview responses against structured criteria to generate consistent candidate evaluations.

Technical Architecture
A structured agentic pipeline for tailored AI interviewing and evaluation
Ingestion & Context Processing
Job descriptions and role prompts are processed through FastAPI services, with PostgreSQL and pgvector providing secure session and contextual data storage.
Discovery & Question Generation
LangGraph and LangChain orchestrate the Discovery Agent, while OpenAI GPT-4o / GPT-4o-mini generates role-specific questions based on the provided context.
AI Interview Interaction
VAPI powers real-time voice interaction while the LangGraph pipeline manages question flow, candidate responses, and dynamic interview progression through the video experience.
Evaluation & Scoring
Interview transcripts are processed against structured criteria using OpenAI models to generate consistent assessments, with LangSmith supporting AI tracing and evaluation.
Business Impact
More efficient screening and more consistent candidate evaluation
Streamline candidate screening and AI-powered interviewing for faster, more consistent hiring decisions.
Less Screening Time
AI-powered interviewing and screening can reduce recruiter screening time by up to 60%, as reported in HireVue's recruiting case studies.
Faster Hiring
AI-enabled hiring workflows have been reported to reduce time-to-hire by 43% in a HireVue case study.
Hours Saved Per Recruiter Each Week
AI-powered recruiting can save 40+ hours of recruiter time per week by automating resume screening and first-round interviews.
Key capabilities
Smarter Candidate Screening and Evaluation With AI Recruiting Software
AI-Powered Candidate Screening
Screen and rank candidates against defined job requirements with AI screening.
Tailored AI Interviews
Conduct role-specific interviews with adaptive questions and follow-ups using AI for interviewing.
Structured Candidate Evaluation
Score interview responses against defined criteria to deliver consistent, auditable assessments.
Connected Recruitment Workflow
Connect screening, interviews, evaluation, scheduling, and ATS integration in one workflow.
Get Started
Turn Every Interview Into a Better Hiring Decision
Automate candidate screening, AI-powered interviewing, and evaluation with a scalable recruitment solution built for modern hiring teams.
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