INDIA'S NATIONAL
HUMAN CAPITAL INTELLIGENCE
PLATFORM
Disha 4.0 is a secure, real-time platform designed to assess talent, chart hyper-personalized career pathways, and connect students, counselors, institutions, and employers—all while keeping your data 100% private.
4.2M+
Students Assessed
18.7M
Credentials Issued
2,840
Career Paths Mapped
28
States Covered
1,200+
Institutions
99.7%
Uptime SLA
What is HCOS?
Human Capabilities Optimization System — an AI-driven digital infrastructure that maps, validates, and continuously evolves an individual's cognitive, technical, and behavioral abilities across their entire lifetime.
What Does HCOS Mean for You?
Fragmented human experiences transformed into cryptographically verified skill vectors — a single source of truth for your career, translating real-world abilities into direct economic opportunities.
AI Disruption Resilience
Real-time skill delta analytics to stay ahead of automated job shifts.
End of Resume Inflation
Tamper-proof, cryptographically signed W3C skill credentials.
Direct Industry Alignment
Bridges outdated curricula with real-world corporate hiring needs.
Zero-Bias Employability
Deterministic NEI scoring — merit and execution drive career success.
How DISHA 4.0 HCOS Orchestrates the Future of Work
Whether you are a job seeker looking for guaranteed skill validation, an employer eliminating hiring friction, or a training institute aligning with live market signals—see exactly how DISHA 4.0 solves your core challenges in 3 simple steps.
Built for every actor
in India's skill economy
Disha 4.0 HCOS is not a student portal. It is a unified national infrastructure serving students, educators, employers, parents, institutions, and governments — each with a dedicated intelligence layer.
Students & Jobseekers
4.2M+ assessedKnow your NEI. Own your career.
AI-powered National Employability Index scoring, verifiable skill badges, peer duels, and personalised career track recommendations.
Counselors & Mentors
18K+ counselorsGuide smarter. Earn more.
Real-time student telemetry, XAI intervention flags, consultation queue management, and monetisation dashboards.
Institutions & Academics
1,200+ collegesAlign curriculum to industry demand.
Aggregate employability metrics, accreditation readiness tracking, and curriculum gap analysis powered by live market signals.
Corporations & Employers
3,400+ employersHire verified. Hire fast.
Milvus vector-based talent search, W3C verifiable credential verification, founder/co-founder matching, and NEI-ranked candidate pipelines.
Parents & Guardians
2.1M+ familiesTrack growth. Plan futures.
Ward progress summaries, holistic capability growth tracking, scholarship guidance, and financial planning tools.
Governments & Regulators
28 states onboardedData-driven workforce policy.
Regional skill analytics, demographic heatmaps, DPDP audit logging, and national employability index dashboards for policy planning.
Privacy-first. Explainable.
Verifiable by design.
Explainable AI
SHAP-powered XAI for transparent scoring decisions
Zero-Knowledge Vault
DPDP-compliant privacy-first credential storage
W3C Verifiable Credentials
Tamper-proof, globally interoperable skill badges
Real-Time Telemetry
NATS JetStream event mesh for live assessment data
22 Language Support
Voice SLM + offline-first for rural accessibility
Neo4j Skill Graph
Career pathway navigation via knowledge graphs
Select your persona.
Access your intelligence layer.
Whether you are a student mapping your career, an employer searching for verified talent, or a government body planning workforce policy — Disha 4.0 has a dedicated dashboard for you.