Ministry of Skill Development & Entrepreneurship
Five evidence-based challenges identified for this entity, each paired with a ready-to-build AI tool specification — free for the Government of India to deploy.
Top 5 Challenges
Drawn from official reports, audits, parliamentary material and public feedback. Framed as improvement opportunities, never as criticism.
-
1
Placement and wage outcomes for PMKVY trainees trail targets flagged by parliamentary committees
-
2
ITI infrastructure and trainer quality vary widely without systematic benchmarking across states
-
3
District skill gap data outdated, weakening alignment of courses with employer demand
-
4
Apprenticeship uptake among MSMEs remains low despite incentive schemes and portal reforms
-
5
Assessment integrity and certificate authenticity concerns undermine employer trust in skill credentials
Five AI Tools
Each tool answers the matching challenge above, and is built on curated official sources with safeguards and human oversight.
Kaushal Disha
Training-to-Placement Outcome Tracker
Tracks training-to-placement outcomes for PMKVY: computes placement and wage metrics by centre and job role, validates evidence, flags weak performers against committee benchmarks, and drafts corrective action plans.
View build specPrashikshan Darpan
ITI Quality Benchmarking Monitor
Benchmarks ITI quality across states for DGT and state directorates: scores institutes on trainers, equipment, pass rates and placements, identifies upgrade priorities, and drafts improvement plans grounded in grading data.
View build specKaushal Manthan
District Skill Gap Analyser
Analyses district skill gaps for District Skill Committees: fuses employer demand signals with current training supply, builds a gap matrix, and recommends NSQF-aligned course portfolios for District Skill Development Plans.
View build specShikshu Setu
Apprenticeship Uptake Facilitator
Boosts apprenticeship uptake among MSMEs: computes obligations and eligibility under the Apprentices Act, guides portal registration and contracts, calculates NAPS stipend support, and troubleshoots DBT claim delays.
View build specPraman Kavach
Certification Integrity Verifier
Safeguards skill certification integrity: verifies certificates against digital records, detects anomalous assessment patterns, risk-scores batches for audit, and drafts employer verification responses to rebuild credential trust.
View build specAre you from Ministry of Skill Development & Entrepreneurship?
We will build, deploy and hand over these five tools to your office free of charge, as a seva to the nation. No licence fee, no lock-in.
Contact the project team