Commercial aquaculture is expanding at over 7% annually, yet farmers face mounting risks: up to 30 to 50% fish mortality, $6 to 8 billion in annual disease-related losses, and rising operational costs consuming 60 to70% of production budgets. For small and medium farmers, the lack of reliable, accessible data worsens these vulnerabilities, leaving over 80% of global production exposed to unsustainable practices.

For Commercial Aquaculture Growers, Twingills integrates real-time water quality monitoring, biomass forecasting, and disease intelligence to detect and predict risks 7–90 days in advance. With access to one of the richest ground-data repositories with 9K ground truthing nodes for data source across multiple geographies, it enables farms to anticipate challenges, optimize feeding and treatment, and maximize profitability. 

Twingills, part of the AquaNurch Digital Twin Suite, delivers Next-gen Water & Fish Intelligence for closed-loop systems (RAS, Tanks, Bioflocs) and Open-loop systems (raceways, ponds, reservoirs, and cage) farms across freshwater, brackish, and marine environments. Built as the functional layer of our Digital Twin ecosystem, it is trained on over 4 billion water data points, has diagnosed more than 3.5 million fish disease cases, and holds the world’s largest repository of fish kill data. Beyond this global depth, Twingills provides intelligence modeled specifically for your pond delivering localized, targeted insights that meet your operational needs. This unique capability reveals the ‘why’ and ‘when’ behind fish mortality, transforming complex patterns into actionable intelligence that protects stocks and maximizes farm performance.


Impact for Commercial Farmers

• 600% improvement in fish disease detection

• 40% reduction in farm visits

• 7–90 days advance forecasting of water quality risks

• 22% cut in operational costs

• Fish mortality reduced from 30–50% to below 5%

Join the AquaNurch Digital Twin Pioneer Program to unlock Next-gen Water & Fish Intelligence for your farm and secure your competitive edge.