Every festival season brings a new “AI for farming” announcement. The practical reality: the highest-impact “AI” on most farms is the combination of official weather alerts, market-price feeds and advisory services that already exist as public data.
What works, no new hardware
- Official weather alerts — where available through IMD/agri advisories on state portals, plan irrigation and spraying around them.
- Mandi price feeds — live prices reported on official agriculture market portals let you decide when to sell, not when a trader says.
- Agri advisories — text-based advisories for local crop stages arrive on feature phones; no app needed.
- Soil-health records — your soil card is the data layer that makes any fertiliser advice accurate.
Key takeaways
- Official data beats a clever app.
- Live mandi prices decide selling; apps merely display.
- Advisory services run on whatever phone you have.
The honest line on “AI apps”
Image-based pest and disease detection improves every year but is not a replacement for a visit to a local agriculture officer: a snapped leaf is not a prescription. Treat the app as a second opinion and the officer as the first.
Why it matters
- The biggest farm- “AI” wins are data, not models — the alerts and prices exist right now.
- An app diagnosing your crop at night is convenience; the officer’s inspection is verification.
- Commissions on “AI inputs” quote technologies the farm may not need.
What you should do
- Set up official weather and price alerts for your taluka/block.
- Follow one state-level agri-advisory channel rather than a dozen apps.
- Take soil-card and official advisory outputs to any meeting about inputs.