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CASE STUDY · SPECIALTY CROPS, ORCHARDS & VINEYARDS

Water reduction and disease detection on a 12,000-acre California almond operation.

CUSTOMER · Illustrative engagement — California almond operation
SCOPE · Representative multi-site acreage
DURATION · 14 months (architecture + deploy), then ongoing managed operations
Customer
Illustrative engagement — California almond operation
Industry
Specialty Crops, Orchards & Vineyards
Scope
Representative multi-site acreage
Duration
14 months (architecture + deploy), then ongoing managed operations
The Challenge

What we were called in to solve.

California's SGMA water restrictions hit the customer's operations directly. The operation needed to demonstrate 25%+ water reduction without sacrificing yield — a hard target.

Concurrently, navel orangeworm and hull-rot disease pressure was rising and the operation's scouting program was thin. The CFO and the head of sustainability disagreed on which problem to prioritize.

The Approach

How JMJ engineered the engagement.

JMJ deployed a soil-moisture sensor network (per-zone, two soil depths) and AI-driven irrigation control integrated with the operation's existing Jain valve infrastructure. We added a multispectral drone scouting program flying every 10 days during the growing season.

Custom AI models trained on three years of historical disease pressure tied it all together. Water and disease became one integrated program rather than two competing initiatives.

Outcomes

What changed for the customer.

Illustrative
Water-reduction target validated against the operating baseline
Representative
Earlier disease detection through integrated scouting
Illustrative
Yield protection target established during discovery