Replicating the Farmer’s Eye w/ Kia Behnia & Mason Earles, Scout
Having met at the UC Davis Wine Executive Program, Kia Behnia, CEO, and Mason Earles, CTO, founded Scout to replicate the best sensor in the vineyard, “the farmer’s eye.” Leveraging off-the-shelf hardware, Scout uses AI to process images taken from a tractor to automate vineyard mapping, vine counting, yield forecasting, virus identification, and more. From managing vineyard assets to implementing precision agriculture to improve quality, Scout is harnessing the power of AI to optimize vineyard management.
Detailed Show Notes:
Mason’s background - UC Davis Professor, Apple, AI & agriculture
Kia’s background for Scout - owns the Neotempo wine brand, worked at Splunk, the “data for everything” company
The official company name is Agricultural Scout, dba Scout, the website is agscout.ai, so it can be called any of those names
Founded in 2022, initially more hardware-based, but pivoted to an intelligence company using off-the-shelf hardware
The goal is to “replicate the farmer’s eye” with an AI-based solution using cameras, tractors, and Scout cloud and mobile app (which can be used offline); the brain is centered around a phone
US only today (~50-100 clients, 300 blocks, 2M vines, processed 56M photos), going international in 2026
4 main use cases currently:
- Automate vine count, inventory, and mapping of vines - 4x faster than people could do
- Estimate crop performance - both vigor and fruit
- Yield forecasting - can use every step in the growing season to forecast yield with historical performance and weather forecasts
- Health performance and vine mapping - leveraging AI for virus detection
3 types of clients
- Estate wineries
- Vineyard management companies (“VMC”)
- Real estate investors or owners to track vineyards
Benefits include:
- $400-1,200 savings/acre
- Productivity gains through managing more acres with fewer people, identifying low-performing vines, and the program tells farmers where to sample
- Remote monitoring of faraway vineyards
- Early season yield forecasting
- Disease management - virus can cause $170k/acre damage over 3-5 years, costs $40/PCR test, the goal is to keep virus <15% not to lose the whole block, has a 7,000 photo database on vine disease
Bench Vineyards discovered 1 acre of missing vines out of 24 acres and filled them in
Pricing is a subscription model, $150-180/acre per scan
- Volume discounts >50 acres
- Neighborhood and AVA discounts
- Starter - 2 scan package (for inventory and virus)
- Professional - 6 scan package
- Typical customer starts w/ 2 and upgrades to 6
- Monarch promotion, customers get 1 free scan
- Up front hardware costs ~$3,000
New product in beta in July 2025 - ChatGPT Scout for vineyards
Marketing mostly through word of mouth, industry trade shows, and webinars have been effective, as has partnership with Monarch (already tech enthusiasts)
Barriers to purchase are often due to farming budgets built around labor
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