Department of Consumer Affairs
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
National Consumer Helpline complaint volumes exceed resolution and callback capacity
-
2
E-commerce dark patterns and misleading advertisements need systematic automated detection
-
3
Legal metrology enforcement data across states lacks central analytics
-
4
Price monitoring of essential commodities needs better forecasting for interventions
-
5
Consumer commission case backlogs delay redressal for years
Five AI Tools
Each tool answers the matching challenge above, and is built on curated official sources with safeguards and human oversight.
Upbhokta Mitra
Consumer Complaint Resolution Copilot
Multiplies National Consumer Helpline capacity by classifying incoming complaints, matching them to convergence companies and applicable rights under the Consumer Protection Act, 2019.0, and drafting resolution guidance and callback scripts for agents.
View build specChhalava Netra
Dark Pattern Detection Engine
Systematically screens e-commerce interfaces and advertisements for dark patterns and misleading claims against CCPA guidelines, producing evidence-graded assessments that help the Department of Consumer Affairs and CCPA prioritise enforcement.
View build specMaap Darpan
Legal Metrology Enforcement Analytics
Centralises state legal metrology enforcement data - inspections, violations, compounding and prosecutions - into comparable analytics for the Department of Consumer Affairs, exposing enforcement gaps and packaged commodity violation hotspots.
View build specMulya Tarang
Essential Commodity Price Forecaster
Converts daily price data of essential commodities into short-horizon forecasts and intervention triggers for the Department of Consumer Affairs Price Monitoring Division, supporting timely buffer releases and supply-side responses.
View build specNyaya Disha
Consumer Case Backlog Triage
Helps consumer commissions and the Department of Consumer Affairs triage case backlogs by clustering similar matters, flagging settlement and mediation candidates, and producing cause-list and pendency analytics from e-daakhil and CONFONET data.
View build specAre you from Department of Consumer Affairs?
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