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Manolin Technology

Preserving biological context in aquaculture data.

A coherent population record before any model runs.
Explore the architecture Explore integrations
 
 
 
The Manolin Network // 01

One connected foundation for aquaculture intelligence.

Aquaculture data lives across production, feeding, fish health, environmental, laboratory, treatment, and operational systems. Each captures a different part of what is happening.

The Manolin Network // 02

Structure the records so they can be used together.

Manolin brings those sources into the data network—standardizing, normalizing, and cleaning records while preserving the aquaculture-specific context needed to make them usable together.

The Manolin Network // 03

One foundation. Multiple ways to build intelligence.

That connected foundation powers the models and analysis behind Watershed and Harpoon—and makes structured aquaculture data available through the API for teams building their own analytics and intelligence.

Connect the systems // Structure the data // Preserve the context // Build better intelligence
01 / 03
Technical drawing of an aquaculture net pen
SYS_01
 Production data
site_id:ST-0023
cage_id:C-07
biomass_kg:124,320
stocked_at:2026-03-12
SYS_02
 Feeding data
feed_lot:FL-4481
feed_kg_d:1,240
population:G17
timestamp:06:00
SYS_03
 Health + treatment
treatment_id:TR-1190
event_type:mech
mortality:0.21%
status:completed
SYS_04
 Environment data
oxygen_mgl:8.4
temp_c:11.2
current:medium
timestamp:06:10
 
 
 
 
manolin.data_foundation
Connected aquaculture data network
LIVE SYNC
CLEAN  •  STANDARDIZED  •  NORMALIZED  •  CONTEXTUALIZED
ENTITY
EVENT
TIME
CONTEXT
POPULATION
TRANSFER
2026-03-12 08:14
ST-0023 → C-07
POPULATION
SPLIT
2026-04-03 11:21
C-07 → C-12
TREATMENT
ADMINISTERED
2026-05-18 14:03
C-07 | TR-1190
FEEDING
FEED_EVENT
2026-05-20 06:00
C-07 | 1,240 kg
ENVIRONMENT
WATER_QUALITY
2026-05-20 06:10
C-07 | O₂ 8.4
Normalized records // preserved context // analysis-ready structure
OUT_01
Watershed
For farms

Models and analysis for farm operations, biological performance, and population-level investigation.

OUT_02
Harpoon
For suppliers

Structured field evidence for understanding where products perform and what influenced the outcome.

OUT_03
API
For builders

Structured aquaculture data with preserved context for custom analytics, applications, and intelligence.

{
  "population": "G17",
  "site_id": "ST-0023",
  "temp_c": 11.2,
  "oxygen": 8.4
}
Scroll to move through the network ↓

Population Tracing

A continuous biological record for aquaculture analysis.

Manolin's population tracing algorithm gives our models and analysis a continuous biological record across production cycles throughout the Manolin network.

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The shared intelligence layer

A coherent population record before any model runs.

Manolin’s differentiation starts underneath our software. The platform preserves the biological history behind the data, then applies aquaculture-specific analysis to questions that are otherwise difficult to answer reliably.

01 // Connect

Bring the systems together.

Integrate production, feeding, environmental, health, laboratory, and operational records without requiring a new hardware layer.

02 // Reconstruct

Preserve the fish history.

Link data to traceable populations rather than temporary cage locations as fish are split, merged, transferred, and moved.

03 // Contextualize

Compare the right baselines.

Evaluate performance with the conditions, interventions, and prior events that shaped the population outcome.

04 // Investigate

Move from signals to action.

Give farm and supplier teams a clearer path from a detected change to the next investigation, report, or decision.

Insights // Technical Articles and Field Analysis

Explaining our architecture.

Use research, technical articles, and field analysis to reinforce why coherent aquaculture intelligence requires more than a generic analytics layer.

Explore insights
Architecture // 01

Architecture Is the Advantage Using Manolin

Why aquaculture intelligence depends on the structure beneath the interface.

 Biological data // 02

Aquaculture’s Burden: Comparing Complex Biological Data

Why operational comparisons lose meaning when fish history is fragmented.

 Infrastructure // 03

Why Data Architecture Still Breaks in the Push for Intelligence

The foundation required before AI tools can produce reliable aquaculture answers.

Manolin Newsletter

Aquaculture intelligence, once a month.

Data insights, technical analysis, and industry developments from Manolin.

Get monthly insights
Technology FAQ

Questions about how Manolin works.

Technical answers for teams evaluating Manolin.

For farm teams, does Watershed replace our existing production systems or hardware?

No. Watershed works with the systems and data sources already used across your operation. Manolin sits across that existing environment, connecting and structuring the data for analysis rather than requiring a new hardware layer or replacement production system.

How does Manolin connect data from the different systems we already use?

Manolin brings records from production, feeding, fish health, environmental, laboratory, treatment, and operational systems into a common aquaculture-specific data structure so they can be analyzed together.

What is Population Tracing, and why does it matter?

Population Tracing is Manolin’s algorithm for maintaining a continuous biological record across production cycles. That record gives our models and analysis the population-level history needed to interpret health, performance, interventions, and outcomes in context.

Why would we use Manolin instead of our existing data warehouse or BI tools?

Data warehouses and BI platforms are designed to store, organize, and visualize data. Manolin is built specifically for aquaculture: structuring fragmented production data, preserving biological relationships, and preparing that information for population-level modeling and analysis.

What data can Manolin use for modeling and analysis?

Manolin can work across biological, environmental, operational, health, feeding, treatment, laboratory, and other relevant production data. The exact combination depends on the question being analyzed and the data available.

Can our data team access Manolin through an API?

Yes. Manolin can provide structured aquaculture data through API access for organizations that want to use it within their own analytics, applications, reporting, or internal workflows.

For Watershed farm users, can Manolin be used across different fish species?

Yes. Manolin’s platform is species agnostic and is designed to work across aquaculture species. We already work with production data from species including salmon, trout, king salmon, sea bream, and barramundi.