Grievance Prediction & Analysis Dashboard

Predictions for: June 2025 (Generated: 29-May-2025)

Model Version GP_v2.1

Predictive LabPrototype using synthetic EPFiGMS-style data · Forecasts support RO workload planningBack to EPFO Innovation Lab

Overall Prediction Summary (Next 30 Days)

Predicted Grievance Volume

12,500 (±800)

5% decrease from last month

Top Predicted Categories

Claim Settlement Delays (35%)
KYC Update Issues (20%)
Pension Calculation Errors (15%)

Overall Sentiment Trend

Slightly Negative

Avg. Score: -0.25 (NLP Model)

Detailed Predictions & Insights

EPFiGMS Grievance Volume Forecast

Illustrative forecast for Regional Office workload planning; values are synthetic.

Predicted Grievance Type Breakdown

Emerging Topics & Themes (Topic Modeling)

Identified via LDA analysis on recent unresolved grievances.

Sentiment Analysis by Category

Category	Positive (%)	Neutral (%)	Negative (%)	Key Negative Phrases

Key Influencing Factors

Demographic & Regional Insights

Age Group (High Volume): 50-58 years (Pension-related queries)

Regional Hotspot: North Zone (22% of total, mainly claim rejections)

Common Member Profile: Members with recent job changes (Transfer/KYC issues)

Policy & System Insights

Recent Policy Change Impact: New e-nomination rule (Increased queries on process)

System Bottleneck: Online portal slowdown during peak hours (Access complaints)

Proactive Measures & Resource Allocation

Resource Allocation Suggestions

Increase staffing for Pension department by 10%.
Allocate 2 additional agents for KYC support helpline.
Conduct training on new e-nomination process for front-desk staff.

Policy & Communication Recommendations

Issue clearer FAQs regarding e-nomination process.
Review claim rejection reasons in North Zone for systemic issues.
Optimize portal performance during peak load times.