AI 072 · Aquaculture AI

AI Site Ranking

Ranks units such as cages, sites, suppliers, voyages or lines by performance and explains the differences. Data sources: Mortality records, Feeding, Water quality, FCR.

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Ranking and comparisonModule type
5Data source
15Language

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Which units perform best and worst?

Ranking

Mortality records — Mortality by cage (lower is better)

#	Unit	Value	Versus average
1	AKM-02	78.00 pcs	-54%
2	KFS-02	135.00 pcs	-20%
3	KFS-01	138.00 pcs	-18%
4	KFS-04	184.00 pcs	+9%
5	AKM-01	306.00 pcs	+82%

Best: AKM-02 (78.00 pcs); weakest: AKM-01 (306.00 pcs). The gap is 228.00 pcs.

Feeding — Feed by cage (higher is better)

#	Unit	Value	Versus average
1	KFS-01	13,370.50 kg	+115%
2	KFS-02	9,770.90 kg	+57%
3	AKM-01	3,544.40 kg	-43%
4	KFS-04	2,890.10 kg	-54%
5	AKM-02	1,574.50 kg	-75%

Best: KFS-01 (13,370.50 kg); weakest: AKM-02 (1,574.50 kg). The gap is 11,796.00 kg.

Water quality — Average oxygen by cage (higher is better)

#	Unit	Value	Versus average
1	AKM-02	8.61 mg/L	+14%
2	AKM-01	8.60 mg/L	+14%
3	KFS-01	6.89 mg/L	-9%
4	KFS-04	6.86 mg/L	-9%
5	KFS-02	6.84 mg/L	-10%

Best: AKM-02 (8.61 mg/L); weakest: KFS-02 (6.84 mg/L). The gap is 1.77 mg/L.

FCR — FCR by batch (lower is better)

#	Unit	Value	Versus average
1	AL-2026-01	1.58	-2%
2	AL-2026-02	1.58	-2%
3	LV-2026-02	1.60	-1%
4	LV-2026-01	1.63	+1%
5	CP-2026-02	1.67	+4%

Best: AL-2026-01 (1.58); weakest: CP-2026-02 (1.67). The gap is 0.09.

Data summary

Mortality records — Mortality records: 10, Total dead: 841 pcs
Feeding — Feeding records: 150, Total feed: 31,150 kg, Average feeding rate: 1.10 %
Water quality — Measurement: 210, Average temperature: 19.5 °C, Average oxygen: 7.56 mg/L, Lowest oxygen: 4.60 mg/L
FCR — FCR calculations: 15, Average FCR: 1.61, Feed used: 92,582 kg, Biomass gain: 56,849 kg
Fish stock — Active batches: 5, Current count: 298,280, Biomass: 82,072 kg, Average weight: 239.1 g

Notable findings

Oxygen below 5 mg/L — Water quality: 4.600

Recommended actions

Oxygen below 5 mg/L: review the Water quality records, clarify the cause with the person responsible and open a task if needed.

This answer was produced by the local analysis engine (statistical analysis, no LLM connected). Connect a provider in AI Settings for richer natural-language answers.

Answers are generated from demo data by the local analysis engine. In your own system you can connect OpenAI, Claude, Gemini or an on-premises model.

Standard ERP modules it processes

Mortality records
Feeding
Water quality
FCR
Fish stock

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