Assess → Recommend → Implement → Evaluate
A good technology is not automatically the right technology for every farm. The platform helps you answer, in order:
- What problem should we solve?
- Is AI appropriate?
- Which technologies fit our operation?
- What infrastructure and data are required?
- What evidence exists?
- What are the limitations?
- What should be validated before implementation?
ASSESS
Assess your operation
Understand your farm's operational requirements, challenges and technology needs.
RECOMMEND
Receive tailored recommendations
Tailored AI technology recommendations based on your species, production system and operational priorities.
IMPLEMENT
Implement with guidance
Independent guidance on technology selection, pilot planning and implementation support.
EVALUATE
Evaluate the benefits
Understand how to measure operational benefits, implementation performance and technology suitability.
Independent by design
Technology providers cannot pay to improve their ranking. Recommendations are based on operational fit, available evidence and user requirements — not sponsorship.
70% of AI Pilots in Aquaculture Fail
Not because the technology is bad, but because farms buy tools that don't fit their species, production system, or operational reality.
Decision-Grade Intelligence
We evaluate AI tools the way farm managers actually need them evaluated.
Species-Specific
Tools evaluated for Sea bream, Sea bass, Salmon, and Tilapia.
Reality Checked
Honest assessment of when tools work and when they fail.
AI-Powered
Get recommendations based on your specific farm profile.
Evidence-Based
Clear distinction between marketing, pilots, and deployments.
Species-Specific
Tools evaluated for Sea bream, Sea bass, Salmon, and Tilapia.
Reality Checked
Honest assessment of when tools work and when they fail.
AI-Powered
Get recommendations based on your specific farm profile.
Evidence-Based
Clear distinction between marketing, pilots, and deployments.
Why you can trust the rankings
The Aquaculture AI Database is operated by Total Production Solutions (TPS), which also develops its own tool, Precision Fish Detection (PFD). PFD is listed in the database on the same terms as every other tool — no pinning, no boosting, no pay-to-rank. Every tool is scored by the same algorithm against your farm profile.
Tool Categories We Cover
Ready to make better AI decisions?
Understand where AI is useful, which technology fits, what must be validated and how it should be implemented — before you invest.