Karnataka Pushes AI Education from Primary Schools, Unveils Citizen-Centric Governance Roadmap
Bengaluru: Karnataka will introduce Artificial Intelligence (AI) education at the primary school level to build a future-ready workforce capable of meeting rising global demand, Chief Secretary Shalini Rajneesh announced on Tuesday, underlining the stateโs long-term vision to position itself as a global leader in AI-driven governance and talent development.
Speaking at the AI Impact Pre-Summit Working Group Meeting held at IISc Bengaluru, the Chief Secretary said early exposure to AI would ensure Karnatakaโs students are equipped not just for future jobs, but for shaping future technologies.
โKarnataka has both the responsibility and the capacity to lead AI adoption for public good. Embedding AI learning at the school level is critical to preparing our next generation,โ she said.
High-Level Meet Charts Karnatakaโs AI Roadmap
The meeting was organised by the Department of Personnel and Administrative Reforms (DPAR โ e-Governance) and brought together senior government officials, industry leaders, academicians and technology experts to chart Karnatakaโs AI roadmap ahead of the India AI Impact Summit 2026.
Breaking Silos: Shift to Data Lake Governance
A key focus of the Chief Secretaryโs address was Karnatakaโs transition from siloed departmental databases to an interoperable Data Lake architecture, aimed at enabling smarter, evidence-based policymaking.
โCurrently, data related to farmers, land, crops and students exists in isolation. When integrated, its value multiplies,โ she noted.
She highlighted a major agriculture use case where AI-driven data integration revealed that only 300 out of 6,000 Gram Panchayats required targeted soil nutrient interventionโallowing the state to optimise fertiliser distribution, reduce waste and improve outcomes.
Voice-Enabled AI to Empower Citizens
Addressing the complexity of government schemes and eligibility criteria, the Chief Secretary outlined a vision for voice-enabled AI interfaces that would allow citizens to interact with government portals in natural language.
โThis will help bridge the digital divide while ensuring compliance with privacy and regulatory safeguards,โ she said.
She also pointed to the potential of predictive and prescriptive AI in healthcare, particularly in identifying causative factors behind cardiac arrests and supporting doctors with data-driven decision tools.
Operationalising AI: The โBangalore Dividendโ
Pankaj Kumar Pandey (IAS), Principal Secretary, DPAR (e-Governance), introduced what he termed the โBangalore Dividendโ, a four-helix framework based on Scale, Talent, Demography and Desire to operationalise AI across government departments.
Highlighting a major fiscal use case, he referred to the โน20,000-crore annual subsidy for 35 lakh irrigation pumpsets.
โBy mapping crop data against water requirements using AI, we can reduce water wastage, prevent soil erosion and rationalise subsidy expenditure,โ he explained.
Karnataka AI Cell: Innovation in Governance
Pandey detailed the work of the Karnataka AI Cell (KAIC), structured around four pillarsโAdvisory, Solution Development, Collaboration and Capacity Building.
AI-driven governance tools already in use include:
- Kartavya, an AI-based attendance system covering over 1.5 lakh government officials
- Muzzle Print Initiative, a biometric identification system for cattle to ensure rightful benefit transfer to farmers
- Student Attendance System, tracking attendance of over 50 lakh students
- Saaramsha, an AI-powered tool (pilot stage) that summarises government orders and circulars to enable faster decision-making
Energy Sector & National AI Vision
The session also featured Shashank Mishra (IAS), Joint Secretary, Ministry of Power, Government of India, who spoke about the India Energy Stack and the upcoming Unified Energy Interface (UEI)โa peer-to-peer energy trading platform aimed at transforming the energy sector.
Concluding the meeting, Abhishek Aggarwal, Senior Scientist, MeitY, outlined the national roadmap leading up to the India AI Impact Summit, scheduled in New Delhi on February 19โ20, 2026.
He said the summit would be guided by the โ3 SutrasโโPeople, Planet and Progress, and operationalised through seven thematic working groups (โChakrasโ) to ensure ethical, inclusive and sustainable AI development.
Call for Collaboration
The Karnataka government invited Global Capability Centres (GCCs), IT firms and startups to collaborate on building scalable, citizen-centric AI solutions.
โIt is Karnatakaโs time to serveโand to shine,โ the Chief Secretary concluded.
เฒเฒฆเฒจเณเฒจเณ เฒเฒฆเฒฟ: เฒชเณเฒฐเฒพเฒฅเฒฎเฒฟเฒ เฒถเฒพเฒฒเณเฒเฒณเฒฟเฒเฒฆเฒฒเณ AI เฒถเฒฟเฒเณเฒทเฒฃ: เฒเฒฐเณเฒจเฒพเฒเฒเฒฆ เฒญเฒตเฒฟเฒทเณเฒฏเฒฎเณเฒเฒฟ เฒเฒกเฒณเฒฟเฒคเฒเณเฒเณ เฒฌเณเฒฒเณเฒชเณเฒฐเฒฟเฒเฒเณ
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