Ministry of Tribal 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.
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1
EMRS school construction, staffing and learning outcome tracking lag approved targets
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2
Forest Rights Act claims face high pendency and rejection rates without transparent tracking
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3
ST scholarship disbursement delays recur across states with weak beneficiary grievance visibility
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4
Minor forest produce MSP operations need better procurement, storage and price data
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5
PM-JANMAN service delivery to PVTG habitations needs granular gap mapping and monitoring
Five AI Tools
Each tool answers the matching challenge above, and is built on curated official sources with safeguards and human oversight.
Eklavya Drishti
Residential School Progress Monitor
A monitoring copilot for NESTS and state tribal welfare officers tracking Eklavya Model Residential Schools — construction milestones, teacher recruitment, enrolment and learning outcomes — with gap flags against sanctioned targets.
View build specVan Adhikar Setu
Forest Rights Claim Tracker
An assistant for tribal welfare officers and gram sabha facilitators that tracks Forest Rights Act claims through Gram Sabha, SDLC and DLC stages, explains rejection grounds, drafts appeal support, and produces pendency analytics from MoTA progress data.
View build specVidya Tarang
Tribal Scholarship Disbursement Tracker
A tracker that helps MoTA and state officers monitor pre- and post-matric ST scholarship pipelines on NSP and DBT rails, locate stuck applications, analyse delay causes, and give students clear status explanations and grievance routes.
View build specVan Dhan Kosh
Forest Produce Procurement Analyst
An analytics assistant for TRIFED and state agencies running MSP for Minor Forest Produce — tracking procurement volumes, haat-level prices, storage utilisation and Van Dhan Kendra performance to time market interventions better.
View build specJanman Darpan
PVTG Habitation Service Mapper
A habitation-level gap-mapping assistant for PM-JANMAN, helping MoTA and district officers track the 11 critical interventions — housing, roads, water, health, Anganwadis, connectivity — across PVTG habitations and prioritise saturation plans.
View build specAre you from Ministry of Tribal 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