Resume screening that processes 10K applicants in hours, not weeks. Autonomous onboarding for 500+ hires without bottlenecks. Attrition prediction that gives you 90 days to save your best people.
75% less screening time with bias-audited algorithms. Multi-language resume parsing that understands skills beyond keywords. Processes 10K applicants in hours while surfacing the best matches for human review.
02
Autonomous Onboarding
Document collection via OCR, background verification through API, and IT provisioning — all without HR bottlenecks. New hires go from offer letter to productive team member in 3 days instead of 3 weeks.
03
Attrition Prediction
ML model with 90-day early warning on flight risks. 18% reduction in voluntary exits through timely intervention. Engagement scoring identifies disengagement patterns before they become resignation letters.
Real HR Deployments
AI Automation Running in HR Operations
IT Services Company
AI screening system for a company receiving 10K+ applications/month across 200+ open roles. NLP resume parsing with intelligent matching against job requirements. 75% reduction in screening time with 30% better quality-of-hire scores.
NLP Resume ParserMatching EngineATS Integration
Manufacturing Group
Onboarding automation for a group hiring 500+ people/year across 8 plants. Document OCR collects and verifies Aadhaar, PAN, and education certificates. Background verification runs via API. Onboarding time dropped from 3 weeks to 3 days with zero manual document chasing.
Document OCRVerification APIHRMS
BPO Attrition Prediction
ML-powered attrition prediction for a 5,000-person BPO with 45% annual attrition. Model analyzes engagement, performance, and tenure signals to generate 90-day early warnings. 18% reduction in early exits, saving ₹80L/year in rehiring and training costs.
XGBoostEngagement AnalyticsSlack Bot
Architecture
Our HR AI Stack
Layer 1
AI / ML
NLP for multi-language resume parsing. Sentiment analysis for engagement scoring. Predictive attrition models using XGBoost. Skill matching algorithms with semantic understanding.
Layer 2
Integration
ATS connectors for Lever, Greenhouse, and Naukri. HRMS integration with SAP SuccessFactors, Darwinbox, and Zoho People. Slack and Teams bot deployment.
Layer 3
Automation
Document OCR for identity and education verification. E-signature workflows for offer letters and policies. IT provisioning API triggers. Background verification automation.
Layer 4
Analytics
Engagement dashboards with real-time scoring. Diversity metrics and bias auditing. Compensation benchmarking models. Time-to-hire and cost-per-hire tracking.
10+
HR Deployments
75%
Faster Screening
18%
Less Attrition
500+
Hires Automated
Our Process
From Assessment to Production in 10 Weeks
Week 1-2
HR Assessment
Audit recruitment, onboarding, and retention workflows. Identify high-ROI automation targets. Map data flows across ATS, HRMS, and communication tools.
Automation RoadmapWeek 3-5
Model Development
Train ML models on your hiring and employee data. Build screening, matching, or attrition models. Validate accuracy against historical outcomes.
Trained ModelsWeek 6-8
Integration & Testing
Connect to ATS, HRMS, and communication platforms. Configure document workflows. Run in shadow mode alongside existing processes.
Shadow DeploymentWeek 9-10
Go Live
Switch to AI-assisted mode with monitoring, alerting, and HR dashboards. 30-day support included.
Live Deployment
Investment
Transparent Pricing
Exact costs depend on hiring volume, system integrations, and automation scope. We provide a detailed estimate after the assessment.
Single Use Case
₹2-6L6-8 weeks
AI automation for one HR process — resume screening, onboarding automation, or attrition prediction. Includes model training, integration, and deployment.
Most Popular
Multi-Process
₹8-20L3-4 months
AI across multiple HR processes with shared models, unified dashboards, and end-to-end employee lifecycle automation.
Enterprise
On RequestScoped per engagement
Organization-wide HR AI transformation with custom models, HR team training, and long-term support across business units.
"We had a great time partnering with Cartoon Mango. The team is adept with the latest technologies and can produce products at scale."
Gautham VarmaSr. Product Manager — Cricket.com
"Cartoon Mango was great to work with. They improvise and provide 24X7 support."
Gaurav SaxenaMedia Manager — BCCI
"The goals set by us were achieved on a competitive timeline and the MVP was well received by our early on-set users."
Sagar NairCEO — Qlan Gaming
"We had a great time partnering with Cartoon Mango. The team is adept with the latest technologies and can produce products at scale."
Gautham VarmaSr. Product Manager — Cricket.com
"Cartoon Mango was great to work with. They improvise and provide 24X7 support."
Gaurav SaxenaMedia Manager — BCCI
FAQ
Common Questions About HR AI
Our AI screening is designed with bias mitigation at its core. The system evaluates candidates strictly on job-relevant qualifications — skills, experience, and competencies — while ignoring factors like names, addresses, photos, or educational institutions that can trigger unconscious bias. We train on de-biased datasets and run regular fairness audits across gender, age, and demographic groups. Every screening decision includes an explainability log so you can audit why candidates were ranked the way they were.
We Have Delivered 100+ Digital Products
B2B Ecommerce
Metro Cash and Carry
Creating a Digital Storefront for a Wholesale Expert
News and Media
Outlook Business
Developing a Seamless Digital Subscription Experience for Outlook Business Readers
Sports and Gaming
IPL Fantasy League
Innovation and Development Partners for BCCI's official Fantasy Gaming Platform
Banking and Fintech
Kotak Mahindra Bank
Designing a seamless user experience for Kotak 811 digital savings account
News and Media
News Laundry
Reader-Supported Independent News and Media Organisation
Ecommerce
Bidzapp
Developing an auction-led e-commerce platform for Bidzapp
Esports and Gaming
Qlan
Developing A One Stop Networking Hub For Esports Enthusiasts
B2B Ecommerce
Metro Cash and Carry
Creating a Digital Storefront for a Wholesale Expert
News and Media
Outlook Business
Developing a Seamless Digital Subscription Experience for Outlook Business Readers
Sports and Gaming
IPL Fantasy League
Innovation and Development Partners for BCCI's official Fantasy Gaming Platform
Banking and Fintech
Kotak Mahindra Bank
Designing a seamless user experience for Kotak 811 digital savings account
News and Media
News Laundry
Reader-Supported Independent News and Media Organisation
Ecommerce
Bidzapp
Developing an auction-led e-commerce platform for Bidzapp
Esports and Gaming
Qlan
Developing A One Stop Networking Hub For Esports Enthusiasts
Tell Us About Your HR Operations
Share your biggest bottleneck — recruitment, onboarding, retention. We'll respond with an automation roadmap and ROI projection.
HR automation assessment
ROI estimate with payback timeline
Engineering-first conversation, no fluff
Your information is secure. We never share your data.