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Recruitment Management

AI-Powered Recruitment Management System

From CV to Onboarding — Automate Your Entire Recruitment Journey

Transform your hiring process with an intelligent recruitment management system that automates candidate sourcing, resume screening, AI-powered interviews, candidate evaluation, recruitment workflows, and digital onboarding.

Our AI-powered recruitment solution helps HR teams reduce manual effort, accelerate hiring decisions, improve candidate evaluation, and manage the complete recruitment lifecycle from one centralized platform.

Explore Features

Hire Faster. Screen Smarter. Automate Recruitment.

Resume parsed
from Naukri · 12 fields
AI video interview
completed · 24 min
Offer accepted
Joining 3 Nov
  • CV Collection
  • AI Screening
  • AI Interviews
  • Scorecards
  • Hiring Pipeline
  • Digital Onboarding
01 Candidate Sourcing

Automated Candidate Sourcing and CV Collection

Collect Candidate Profiles Automatically from Multiple Sources

Eliminate repetitive CV collection and manual data entry with centralized candidate sourcing and resume management.

  • Job Portal Integration: Connect with supported platforms such as Naukri and Indeed to retrieve candidate profiles where authorized integrations are available.
  • Automated Email CV Collection: Identify and collect resumes received through configured recruitment email accounts.
  • Centralized Candidate Database: Store candidate profiles and resumes in one organized system.
  • Resume Parsing: Extract relevant information such as skills, experience, qualifications, contact details, and employment history from resumes.
  • Duplicate Candidate Detection: Identify potentially duplicate candidate records and maintain a cleaner database.
  • Recruitment Source Tracking: Record where candidates originated to help evaluate sourcing effectiveness.

Bring candidate information together in one place and reduce the time HR teams spend collecting, organizing, and updating resumes.

AI screening · REQ-1042

Senior Java Developer

Sample data
Requirements found in job description
Java 11+Spring BootMicroservicesAWSKafka5+ yearsB.Tech / MCA

92%

Match

    Shortlist threshold: 75% match (set by HR)

    02 AI Screening

    AI-Powered Resume Screening and Job Matching

    Match the Right Candidate to the Right Job Automatically

    Use AI to evaluate candidate profiles against job descriptions and recruitment requirements.

    • Job Description Analysis: Identify essential skills, qualifications, experience, and other requirements for each vacancy.
    • Automated CV Screening: Analyze resumes against defined job requirements.
    • Candidate Matching Score: Generate a match score based on relevant qualifications, skills, experience, and configured criteria.
    • Skills Gap Identification: Highlight missing or insufficiently demonstrated requirements.
    • Candidate Shortlisting: Identify profiles that meet predefined screening criteria.
    • Configurable Screening Rules: Allow HR teams to manage requirements, screening parameters, and selection thresholds from the backend.

    The system can automatically move candidates who meet configured criteria to the next recruitment stage, helping HR teams focus their attention on relevant applicants.

    Key Benefit: Reduce manual resume screening and accelerate the initial candidate selection process.

    03 Interview Invitations

    Automated AI Interview Invitations

    Invite Matched Candidates Without Manual Follow-Ups

    Once a candidate meets the configured screening requirements, the system can automatically initiate the next step in the hiring process.

    • Send personalized AI interview invitations to shortlisted candidates.
    • Generate candidate-specific interview links.
    • Share interview instructions and completion deadlines.
    • Send automated reminders to candidates who have not completed their interviews.
    • Track interview invitations, responses, completion status, and pending interviews.

    This automation helps eliminate repetitive scheduling and coordination tasks while keeping candidates informed throughout the recruitment process.

    Invitation tracker

    Sample data

    42

    Invited

    27

    Completed

    15

    Pending

    • ARAnanya RaoCompleted
    • KMKarthik MenonIn progress
    • PSPooja SharmaOpened
    • RJRohan JoshiDue in 1 day

    Auto-reminders: 48h and 12h before deadline

    04 AI Interviews

    Intelligent AI Interview System

    Personalized Interviews Based on the Job Description and Candidate's CV

    Conduct structured preliminary interviews through an AI-powered interview system that adapts questions to the role and candidate profile.

    The interview can combine three categories of questions:

    A

    Fixed Questions

    Ask predefined questions configured by HR, such as availability, notice period, salary expectations, work preferences, and other role-relevant screening questions.

    SampleWhat is your current notice period?

    B

    Job Description-Based Questions

    Generate questions based on the skills, responsibilities, technical knowledge, and competencies required for the position.

    SampleHow would you design retries between two Spring Boot microservices?

    C

    Candidate CV-Based Questions

    Generate personalized questions based on the candidate's experience, projects, qualifications, skills, and employment history.

    SampleYour CV mentions a payments migration at Finlytics. What was your role?

    Flexible Interview Configuration

    HR administrators can configure the interview process from the backend, including:

    • Fixed questions and question banks.
    • Job-specific interview questions.
    • Resume-based personalized questions.
    • Question categories and difficulty levels.
    • Interview duration and question limits.
    • Evaluation criteria and scoring weightages.
    • Role-specific assessment parameters.

    This creates a structured yet personalized interview experience for every candidate.

    05 Interview Formats

    Written, Audio and Video AI Interviews

    Assess Candidates Through Multiple Interview Formats

    Give candidates flexible ways to participate in preliminary interviews.

    • Written Interviews: Candidates submit text-based answers to interview questions.
    • Audio Interviews: Candidates respond verbally through recorded audio answers.
    • Video Interviews: Candidates record video responses to interview questions.
    • Centralized Interview Records: Store available interview responses and transcripts against the candidate profile.
    • Flexible Interview Formats: Configure the appropriate interview format based on the role and recruitment requirements.

    These formats can help recruiters evaluate written communication, verbal responses, job-related knowledge, and the clarity of candidate explanations.

    Question 7 of 12

    Sample data

    From job description

    How would you design retries between two Spring Boot microservices?

    REC 01:48 Answer 2:00 max
    "…I'd add a circuit breaker so one failing service doesn't cascade…"
    Responses and transcript stored on profile 14 min elapsed
    06 Candidate Evaluation

    AI Interview Analysis and Candidate Evaluation

    Evaluate Interviews and Identify Candidates for the Next Round

    After the interview is completed, AI analyzes the candidate's responses against predefined, job-related evaluation criteria.

    • Answer Analysis: Evaluate how well responses address the questions asked.
    • Job Requirement Matching: Assess demonstrated skills and relevant experience against the job description.
    • Technical Knowledge Assessment: Evaluate answers to role-specific technical or functional questions.
    • Communication Assessment: Analyze relevant aspects of written or verbal communication where supported by the interview format.
    • Strengths and Gaps: Generate a summary of demonstrated strengths and areas requiring further assessment.
    • Interview Scorecard: Produce structured scores and an evaluation report based on configured criteria.
    • Next-Round Recommendations: Recommend candidates for the next interview stage, further assessment, or additional review.

    Automated Recruitment Progression

    Configure recruitment rules so that candidates meeting the required criteria can automatically advance to the next stage, receive another assessment, or be scheduled for a second-round interview.

    Candidates who fall below configured thresholds can be flagged for further review rather than automatically rejected.

    This helps HR teams reduce manual screening effort while retaining visibility and control over important hiring decisions.

    Key Benefit: Accelerate preliminary candidate evaluation and reduce repetitive HR work.

    07 Recruitment Pipeline

    Complete Recruitment Pipeline Management

    Manage Every Candidate from Application to Final Selection

    Track each candidate's progress through a structured recruitment pipeline.

    The recruitment workflow can include:

    Requisition and sourcing
    1. 1Job requisition creation and approval.
    2. 2Job description preparation and publishing.
    3. 3Candidate sourcing and CV collection.
    4. 4Resume parsing and duplicate detection.
    AI screening and interviews
    1. 5AI-based resume screening and job matching.
    2. 6Initial eligibility and requirement checks.
    3. 7Automated AI interview invitation.
    4. 8Written, audio, or video interview.
    5. 9AI interview analysis and scorecard generation.
    6. 10Shortlisting for technical or functional interviews.
    Interviews and selection
    1. 11Interview scheduling with the hiring manager.
    2. 12Technical assessment or assignment, where applicable.
    3. 13HR interview and culture or role-fit discussion.
    4. 14Final interview and hiring recommendation.
    5. 15Reference and background checks, where applicable and authorized.
    6. 16Compensation discussion and salary approval.
    Offer and onboarding
    1. 17Offer letter generation and approval.
    2. 18Digital offer delivery and acceptance tracking.
    3. 19Pre-boarding document collection.
    4. 20Digital onboarding and joining formalities.
    5. 21Employee record creation and HR handover.

    Track candidate status, pending actions, interview results, recruiter notes, and approvals throughout the entire process.

    Joining checklist

    5 of 8 done

    Tick an item to try it.

    08 Offers & Onboarding

    Online Offer Management and Digital Onboarding

    From Selected Candidate to New Employee — Digitally

    Continue the recruitment journey after candidate selection with an organized digital offer and onboarding process.

    • Offer Letter Generation: Prepare offer letters using approved templates and candidate details.
    • Approval Workflows: Route offers for internal authorization before release.
    • Digital Offer Delivery: Send offers electronically and track acceptance or rejection.
    • Document Collection: Request relevant joining documents through a digital workflow.
    • Document Verification: Track submitted documents and pending verification.
    • Digital Onboarding Forms: Collect employee information and required declarations.
    • Joining Task Checklists: Assign onboarding tasks to HR, IT, administration, managers, and the new employee.
    • Departmental Coordination: Track activities such as equipment allocation, account creation, and induction scheduling.
    • Onboarding Status Tracking: Monitor pending, completed, and overdue activities.
    • Employee Record Handover: Transfer relevant candidate information into the employee management system, where supported.

    Give new hires a smoother joining experience while ensuring that HR and internal teams complete the required formalities on time.

    09 Analytics

    Recruitment Analytics and HR Dashboard

    Make Hiring Progress Measurable

    Get visibility into recruitment activity with a centralized dashboard and reporting tools.

    • Total applications received.
    • Candidates screened and shortlisted.
    • AI interviews invited, completed, and pending.
    • Candidates recommended for subsequent rounds.
    • Recruitment stage-wise candidate status.
    • Offer letters issued and accepted.
    • Recruitment source effectiveness.
    • Time spent at different recruitment stages.
    • Pending recruiter and hiring-manager actions.

    Use recruitment insights to identify bottlenecks, improve sourcing strategies, and make hiring operations more efficient.

    Recruitment dashboard

    Sample data

    Applications

    1,248

    Shortlisted

    214

    AI interviews done

    142/186

    Offers accepted

    14/18

    Source effectiveness

    Shortlist rate by source

    • Naukri19%
    • Recruitment email16%
    • Indeed14%

    Pending actions

    • Recruiters9
    • Hiring managers6 overdue
    • AI interviews pending44
    Why COPS 360

    Why Choose Our AI Recruitment Management System?

    Automate repetitive recruitment tasks.

    Collect and organize candidate profiles centrally.

    Match resumes against job requirements.

    Conduct personalized AI interviews in written, audio, and video formats.

    Generate structured interview analyses and next-round recommendations.

    Automate recruitment workflows and candidate communication.

    Manage offers, documents, and onboarding digitally.

    Improve recruitment visibility and coordination across HR teams.

    Build a Faster, Smarter Recruitment Process

    Bring candidate sourcing, AI screening, interviews, recruitment workflows, offer management, and digital onboarding together in one intelligent platform.

    Less Manual Screening. Faster Evaluations. A More Efficient Hiring Journey.

    Book a Demo Today and Discover the Future of Recruitment Automation

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