Regulator

Insurance Regulatory and Development Authority of India (IRDAI)

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
Health insurance claim rejection complaints recur while grievance pattern analysis remains manual and slow
2
Policy mis-selling by agents is widely documented but detection depends on delayed complaint patterns
3
Insurer solvency and financial returns need earlier automated anomaly warnings for supervisors
4
Complex policy wordings leave policyholders confused about coverage, exclusions and claim procedures
5
Rural insurance penetration lags because outreach targeting lacks granular data-driven prioritization

Five AI Tools

Each tool answers the matching challenge above, and is built on curated official sources with safeguards and human oversight.

Bima Setu

Claim Grievance Triage Copilot

Triage copilot for IRDAI grievance teams handling health claim rejection complaints via Bima Bharosa: classifies cases, checks policy and regulation grounds, spots insurer-level rejection patterns, and drafts responses.

View build spec

Bima Satark

Mis-selling Pattern Detector

Pattern detector for IRDAI supervision teams that mines complaints, free-look cancellations, and persistency data to identify agents, channels and products showing mis-selling signatures - before complaint waves confirm them.

View build spec

Vitta Prahari

Insurer Solvency Early-Warning Monitor

Early-warning monitor for IRDAI's financial supervision of insurers: screens solvency ratios, reserving trends and financial returns for deterioration signals, ranking insurers needing intervention well before breaches.

View build spec

Bima Bodh

Policy Simplification Q&A Assistant

A plain-language Q&A assistant that decodes insurance policy wordings for policyholders and IRDAI consumer education teams - explaining coverage, exclusions, waiting periods and claim steps in simple Hindi and English.

View build spec

Gram Disha

Rural Penetration Targeting Engine

Targeting engine for IRDAI development teams and insurers that maps district-level protection gaps using census, banking and crop data - prioritizing rural outreach, PMFBY/PMJJBY synergies and Bima Vahak deployment.

View build spec

Are you from Insurance Regulatory and Development Authority of India (IRDAI)?

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