AI for Public Policy Directory
A searchable catalog of AI tools, dashboards, and projects built for public policy
projects
Visualisations
Supply Chains Disruption Analysis
Analysis of how the US–China tariff war, and escalating US–India trade tensions, have reshaped global supply chains — and whether India has capitalised or ceded ground to other countries.
Strait of Hormuz Blockade Analysis
Impact of the Strait of Hormuz Blockade on India
Metroverse-Jobs and Labor data
Visualizing ILOStat, and Periodic Labor Force Survey (PLFS) data for US and India at National, state and city level.
NightPulse
Explore 12 years of NASA satellite nighttime light data across 196 countries and 3,193 regions — a proxy for economic activity, urbanisation, and conflict
BharatViz
Open-source choropleth map generator for India. Upload a CSV and get publication-ready state or district-level maps with customizable color scales.
Mah-Agro-Price-Index
Track, search, and get AI prediction chart of costs for the common man in Maharashtra if monsoon is delayed in Kharif 2026
Judiciary Entity Map (JEM)
Open structural map of India's judicial ecosystem, covering courts, tribunals, and regulators. Charts appointment chains, funding flows, case backlog, and independence risk across 1,100+ institutions.
Mugilu
Live air quality, heat stress, crop-burn smoke and official NDMA/IMD warnings for any place in India, with pollutant breakdowns and years of life lost. Searchable in Indian languages.
Analytical Tools
ParliamentWatch
Track, search, and get AI-powered summaries of Indian Parliamentary Committee reports from all 16 DRSCs across Lok Sabha and Rajya Sabha
Is It a Freebie?
Analyze any government scheme to determine if it's genuine welfare policy or a populist freebie using structured criteria
Gazette Tracker
Real-time Indian e-Gazette tracking with AI summaries, full-text search, and instant email alerts for new government notifications.
Dataful
Clean & Ready-to-use Datasets on India
Tagore AI
AI-Powered Research Platform Driven by Millions of Official Documents
CSR Insights
Access over 8 years of Corporate Social Responsibility data. Discover how thousands of crores have been spent on social impact projects by companies across different sectors in India.
India Energy Landscape
Overview of India's current energy mix, import vulnerabilities, bio-based and clean substitutes, and the roadmap to energy security
West Asia War Analysis
A game theoretic analysis of the West Asian war
Semiconductor Fab Tracker
Track semiconductor fabrication plant announcements, investments, and progress across the globe
Public Policy Frameworks
99 public policy frameworks explained in plain language. Describe a public policy problem and find relevant frameworks that can help you understand it best.
Takshashila Scholar
Takshashila research methods in a browser — 14 tools covering policy analysis, stakeholder mapping, causal loops, drafting, and review, in three guided paths. Zero backend; bring your own API key.
CitizenView
Makes Indian parliamentary bills accessible to citizens through plain-language summaries in regional languages, with MP contact tools to enable direct civic engagement.
Air Quality Network Evaluation & Siting Tool (AQ-NEST)
This tool calculates minimum air quality monitors required in a defined area and evaluates the monitor network coverage
bharatlas
India's open atlas: 100+ map layers from state to village and city wards, plus rivers, forests, groundwater and floods. Slice and download any layer, or query it from AI tools.
Irrational
Audits a decision for 22 cognitive biases: describe your choice and get an adversarial prompt that argues the other side, run by your own AI. Useful for stress-testing policy calls.
commoner-probe
Acquisition library for India's public disclosures — parliamentary Q&A, committee reports, bills, debates, and budgets — turned into clean, schema-validated data for research.
AI Reports
Goat Beard
Quirky name, serious mission — tracks and documents gubernatorial transgressions in India with evidence-backed sourced reports
Dravida Model 2026
Evaluates Tamil Nadu's governance model by tracking development promises, project outcomes, and accountability metrics
Where India's Food Goes
Follows India's food from farm to plate: a tenth of it is wasted, farmers keep about a third of the retail price, and owning the supply chain does not protect soil or aquifers.
Upwind
Only 30% of Delhi's winter air pollution is its own. Seven of the 11 coal plants within 300 km are exempt from sulphur controls, and six of those sit upwind. Every figure is sourced.
Influence the Rule, Not the Bird
An explainer on using emergence to steer collective action on air, water, soil, forests and energy: money and effort add speed, but only changing the rules changes direction.
The Question They Made Optional
786 of India's biggest listed companies operate beside a forest, wetland or coast, but only 33 disclosed what they do there, because the nature disclosure question was optional.
The Best-Measured Soil in the World
India has tested over 5 million soil samples, 12 readings each. More than half are low on carbon, and there is no independent dataset to check the readings against.
The Register No One Reads
India built 2.72 lakh People's Biodiversity Registers to put villages in charge of local nature. Two have been formally approved.
The Ground Beneath the Report Card
India grades 2.6 lakh villages on how they are doing today, not whether they can last. Its showcase grain belt is also draining its groundwater the fastest.
The Uncounted
India logs over 100,000 human-wildlife conflict incidents a year across 88 species, yet keeps a national death count for just two.
Whose Forest Is It?
India has mapped 3.46 crore hectares of community forest that local communities could govern under the Forest Rights Act. Less than 3% has been recognised.
The Hollow Collective
India helped small farmers form nearly 50,000 Farmer Producer Organisations they own together. Just 4% employ even one paid manager.
The Ground They Stand On
India's self-help groups reach 9 crore women in 8.6 million groups, the world's largest financial-inclusion effort. Even the best-served state leaves 71% stuck at saving, never reaching credit.
Admin Tools
mdshare
Share and co-edit markdown drafts by link, with inline comments, live sync and instant revocation. Works from the browser, Obsidian, VS Code or AI assistants. Free, no login.
Simulations & Games
Reservation Simulator
A narrative simulation exploring India's reservation policy across 200 years and 5 social classes to understand its long-term societal impact
MyConstitution
Gamified explorer of the Indian Constitution: 457 plain-English articles, 37 Constituent Assembly debate stories, and an 80-question scenario quiz with progress tracking, for students and youth
policy-wonk-game
A laddered quiz-based game that tests your public policy fundamentals.