Kerala has formalised an AI-based wildlife defence policy to shield plantation crops from elephants, wild boar and other animals straying from forest land. The state government’s new framework, built around containment, mitigation and compensation, pairs artificial intelligence with ground-level habitat work and a faster payout system for affected farmers.
The policy, known within government circles as the CMC model, responds to years of pressure from plantation districts bordering Kerala’s forests. Crop losses from wildlife incursions have long strained relations between farming communities and forest authorities, particularly in high-range areas where rubber, coffee and cardamom holdings sit close to reserve boundaries.
Under containment, the state will deploy AI-powered sensors and camera networks along forest edges to detect animal movement before it reaches farmland. Mitigation involves restoring degraded grasslands inside forest boundaries, giving herbivores food sources that reduce their need to cross into cultivated land. Compensation introduces an insurance-style model designed to settle farmer claims more quickly than the earlier ad hoc disbursal system.
Origins in an August announcement
The initiative traces back to an announcement by Chief Minister V.D. Satheesan on 17 August 2026, who outlined a Rs 200 crore investment in AI-based monitoring infrastructure. At current approximate rates as of late September 2026, that figure converts to roughly 20.85 million US dollars or 15.72 million British pounds. The announcement was framed at the time as part of a broader second land reforms push in Kerala’s plantation belt.
A companion roadmap, described as Vision 2031, has since expanded the compensation side of the policy. Onmanorama reported on 19 September 2026 that the government is considering raising payouts for wildlife-conflict crop, property and human damage to Rs 21 lakh, equivalent to approximately 21,900 US dollars or 16,510 British pounds at the same approximate rates. The roadmap also proposes a pension scheme for families affected by repeated or severe wildlife conflict, alongside MLA-headed committees tasked with speeding up claim disbursal at the constituency level.
Whalesbook’s coverage on 28 September 2026 tied the AI-based wildlife defence policy directly to the plantation sector’s separate demands. Growers’ bodies have been lobbying for permission to diversify land use, moving from the current 5 per cent cap on non-traditional activity to as much as 30 per cent. The same lobby has pushed for wildlife conflict to be declared a state disaster, a status that would unlock additional emergency funding channels beyond the compensation scheme now on offer.
A wider land-management challenge
Officials have linked the wildlife policy to a broader set of land and climate pressures facing Kerala this year, including the state’s response to recent flash floods and landslides that displaced communities in several districts. Both issues touch the same terrain, forested hill country where land use, water flow and human settlement intersect, and both have pushed the government toward faster, technology-assisted response mechanisms.
For plantation owners, the immediate change is procedural rather than structural. Compensation claims will move through the new insurance-style channel rather than the previous case-by-case government disbursal, and MLA-headed committees are expected to shorten processing times. Whether the AI monitoring network measurably reduces crop incursions will depend on deployment speed and the extent to which detection data reaches farmers in time to act.
The plantation sector’s parallel demands, land-use diversification and disaster status, remain under discussion and were not confirmed as part of the formalised CMC policy itself. Government officials have not set a public timeline for when the full sensor network or the revised compensation figures will take effect statewide.
