Predictive signals for trading, risk management, and strategic planning
Institutional-grade water market intelligence at multiple price points
First-mover advantage in agricultural water intelligence
Hedge funds, trading desks, and agricultural commodities firms seeking water stress intelligence
The only longitudinal in-ground sensor dataset at scale. Satellite and public data provide macro views - we have root-zone reality.
Historical data from 40,000+ acres across California's most critical agricultural regions
10 institutional buyer segments across capital markets
Our commitment to responsible data usage
ORACLE uses only aggregated, anonymized basin-wide data
No individual farm identification possible in our intelligence feeds
Compliant with GDPR, CCPA, and agricultural data privacy standards
Why this dataset is irreplaceable
Over 10 million sensor readings from 109 sites with validated pressure bomb measurements. Took 9+ years to build - cannot be replicated.
3.8 million irrigation event records showing exact pump on/off times. Only dataset linking conditions to actual farmer decisions to outcomes.
12-depth soil moisture profiles at each site. Competitors only have satellite imagery - we have real ground truth at 6" to 60" depths.
Data validated by Certified Crop Advisors with 40+ years of field experience. Every reading contextualized with expert knowledge.
Get sample data and our methodology brief to evaluate fit for your models.
Important Disclosures
Not Investment Advice: The data and information provided by AgWaterAI ("Data") is for informational purposes only and does not constitute investment advice, financial advice, trading advice, or any other sort of advice. AgWaterAI is not a registered investment adviser, broker-dealer, or commodity trading advisor. You should not treat any of the Data as a recommendation to make any investment decision.
No Warranty: The Data is provided on an "AS IS" and "AS AVAILABLE" basis. AgWaterAI expressly disclaims all warranties of any kind, whether express or implied, including warranties of merchantability, fitness for a particular purpose, accuracy, and non-infringement.
Limitation of Liability: In no event shall AgWaterAI be liable for any lost profits, trading losses, or any indirect, consequential, special, punitive, or incidental damages arising from your use of the Data, even if advised of the possibility of such damages.
Data Sources: Data is derived from proprietary sensor networks with farmer consent. All data is aggregated and anonymized. Individual farms cannot be identified.