India's CPGRAMS grievance portal added an AI/ML dashboard built with IIT Kanpur for complaint categorisation, spam detection and root-cause analysis, cutting central-ministry disposal time from 32 to 18 days — though an independent review found satisfaction barely exceeds 50%.
32 → 18 days
Central-ministry grievance disposal time (average) (2021–2023)
11.55 million
Grievances redressed cumulatively (2020–2024)
2.65 million
Grievances redressed in 2024 (all-time high) (2024)
barely exceeds 50%
Citizen satisfaction
~20 lakh (2 million) complaints/year
Annual complaint volume
Details
Maturity
Established
Promoter
Department of Administrative Reforms and Public Grievances (DARPG) / IIT Kanpur
Period
October 2023 - ongoing (CPGRAMS platform since 2007)
CPGRAMS is India's single national portal for citizens to lodge grievances against any central ministry, state or union territory, handling roughly 20 lakh (2 million) complaints a year across 92-plus ministries and 36 states/union territories. In October 2023 the Department of Administrative Reforms and Public Grievances (DARPG) launched the Intelligent Grievance Monitoring System (IGMS 2.0), built with an IIT Kanpur team under a December 2021 MoU.
Activities
IGMS 2.0 adds automated grievance categorisation and department prediction, spam/duplicate detection, root-cause pattern analysis across recurring complaint clusters, and draft-response assistance for officials, while keeping a human reviewer in the loop for substantive resolution. A May 2026 addition, the AI voice chatbot 'Samadhan Didi', lets citizens file complaints verbally using the same classification backend.
Results
IIT Kanpur reports that average disposal time for central ministries and departments fell from 32 days in 2021 to 18 days in 2023, coinciding with the IGMS 2.0 rollout, and that roughly 11.55 million grievances were redressed cumulatively between 2020 and 2024 (2.65 million in 2024 alone, an all-time high). An independent review by the Indian policy institute IMPRI corroborates that the AI-based spam/duplicate detection is genuinely operational, but cautions that faster disposal has not translated proportionally into resolution quality.
Conclusions
Citizen satisfaction 'barely exceeds 50%' per the IMPRI review, many closures are templated ('matter forwarded', 'noted for future action') rather than substantive, and accountability is weakened because reviewing officials often share the same administrative cadre as those being complained about.
Implementation
Indicative cost
High (€500k–€5M)
Time to results
Long (> 3 years) — MoU with IIT Kanpur signed December 2021; IGMS 2.0 launched October 2023; a voice-chatbot extension ('Samadhan Didi') was added May 2026 — multi-year, ongoing development on a platform operating since 2007.
Staffing & skills
Department of Administrative Reforms and Public Grievances (DARPG), IIT Kanpur technical team (under December 2021 MoU), Human reviewing officials retained in the loop for substantive resolution
Conditions for success
Human-in-the-loop review retained for substantive resolution decisions rather than full automation
Integration across 92+ central ministries and 36 states/union territories for consistent triage
Academic-government partnership (IIT Kanpur) for technical development and evaluation
Common failure modes
Reviewing officials often share the same administrative cadre as those complained about, weakening independent accountability (IMPRI review)
Faster disposal has not translated proportionally into resolution quality — many closures are templated rather than substantive
Rwanda's RISA-run IremboGov platform, now covering 223 government services, added a Kinyarwanda/English/French AI chatbot for citizen support; independent analysis found …