Policy Recommendations

Each recommendation is generated from demand signals, placement outcomes, capacity audits and employer consultations.

Open recommendations

awaiting decision

Critical priority

immediate action required

Approved this session

recorded in demo decision log

Estimated seats affected

46,800

if all recommendations are approved

Evidence-based recommendation set · generated from demo data. Approving a recommendation records a decision in this prototype only.

Recommendation 01

CriticalOpen

Increase EV Technician training capacity in Pune

Job demand: +38%
Current seats: 1,200
Required seats: 2,450
Placement rate: 88%
Employer demand: Very High

Impact: HighSuggested action: Increase seats by 1,250 across 14 centres

Recommendation 02

HighOpen

Revise Data Entry Operator curriculum

Demand trend: Declining (-18%)
Placement rate: 34%
Active learners: 5,800
Automation risk: High

Impact: HighSuggested action: Merge / replace with Digital Operations course

Recommendation 03

CriticalOpen

Add AI/ML specialisation to 26 IT centres

Skill gap: 7,600 workers
Curriculum coverage: 31%
Demand growth: +44%
Trainer readiness: 42%

Impact: HighSuggested action: Introduce specialisation + procure GPU labs

Recommendation 04

CriticalOpen

Establish semiconductor centres of excellence in Pune and Raigad

Demand growth: +29%
Current seats: 260
Placement rate: 91%
Certified trainers: 8

Impact: HighSuggested action: Create 3 centres with 900 seats

Recommendation 05

HighOpen

Deploy 8 additional AI/ML trainers in Pune and Mumbai

Trainer readiness: 42%
Batches approved: 34
Trainers available: 26

Impact: MediumSuggested action: Recruit and certify trainers before next intake

Recommendation 06

HighOpen

Procure EV diagnostic equipment for 14 centres

Centres affected: 14
Learners impacted: 1,680
Equipment readiness: 38%

Impact: HighSuggested action: Sanction equipment procurement for FY26-27

Recommendation 07

MediumOpen

Phase out Desktop Publishing Operator over two intakes

Placement rate: 29%
Alignment score: 19%
Employer validation: 9 responses

Impact: MediumSuggested action: Transition learners to Digital Design Associate

Recommendation 08

MediumOpen

Expand allied healthcare batches in Marathwada

Skill gap: 2,300
Demand growth: +21%
Placement rate: 71%

Impact: MediumSuggested action: Add 2,300 hospital-linked seats

Decision Log

Decisions recorded in this demo session.

No decisions recorded yet — approve or assign a recommendation above.