# Aquaculture Operations Pack

**Aquaculture Operations Pack**

Species and regional knowledge, water-chemistry safety rules, telemetry connectors and specialist escalation routing. Built so that a confident wrong answer about water chemistry at 5am is not a thing the system is capable of producing.

AquaMind supports a technical decision-maker. It does not replace a veterinarian or a licensed technical specialist.

Maintained Pack · Published by wGrow Technologies

[Request a Pack trial](/signup) [See the aquaculture solution](/aqua)

Version

v2.0.0

Crew Templates

3

Agents

12

Currency asserted

31 Jul 2026

Verification

wGrow verified

Licence

S$9,000 / yr

## What is inside

Version 2.0.0 is a breaking release: the safety-gate policy surface was rewritten to make every recommendation carry a required-reading list, and telemetry connectors moved to the governed Action contract.

| Component class | Count | Examples | Human control |
| - | -: | - | - |
| Crew Templates | 3 | AquaMind Advisory · Water Quality Incident Response · Feed Programme Review | Safety gate |
| Pods | 5 | Dynamic Routing · Expert Advisory Panel · Evidence Verification · Telemetry Check | Inherited |
| Agents | 12 | Species Router · Water Chemistry Specialist · Disease Pattern Analyst · Escalation Classifier | Inherited |
| Knowledge Packs | 7 | Species profiles · regional disease advisories · water-chemistry references · feed conversion literature · regulatory notices SG/MY/ID | Read-only |
| Policy Packs | 14 | Dissolved-oxygen thresholds · salinity and temperature bounds · treatment withdrawal periods · mandatory escalation triggers | Deterministic |
| Evaluation suites | — | Cases built from real farm incidents, including some where the correct answer is an abstention; suite and case counts are not recorded in the catalogue | Not recorded |
| Connectors | 6 | Pond sensor gateways, feed system exports, laboratory result imports | Governed Actions |

### Why abstention matters most here

Twenty-one per cent of the evaluation suite consists of cases where the only correct behaviour is to decline. That is deliberate, and it is measured on every release.

**Evidence floor**

Below the declared floor the crew states what it could not establish and which reading, sample or laboratory result would resolve it. It does not produce a best guess.

**Safety gates**

Deterministic bounds on dissolved oxygen, salinity, temperature, stocking density and treatment withdrawal run outside the model and cannot be argued with.

**Specialist escalation**

Contested advice, suspected notifiable disease and any recommendation touching treatment chemicals route to a named technical specialist before it reaches the farm.

**Telemetry cross-check**

Advice is checked against the pond's own recent readings. Where the panel's view and the telemetry disagree, both are carried forward and flagged.

**Intermittent connectivity**

Runs are durable. A case started on a boat and approved eight hours later on shore is a normal state, not a timeout.

**Field languages**

English and Bahasa Indonesia output, mobile-sized approval tasks, and a recommendation format a farm manager can act on without a laptop.

**Coverage**

Barramundi Tilapia Grouper Shrimp — vannamei Milkfish

Singapore Malaysia Indonesia English Bahasa Indonesia risk: medium

Not covered: salmonid species, cold-water systems, and any jurisdiction outside SG, MY and ID. Regional advisories refresh monthly; the Pack releases half-yearly.

**Licence terms**

- **Licence fee**\
  S$9,000 / year
- **Term**\
  Annual, auto-renewing
- **Scope**\
  Tenant-wide, unlimited farm sites
- **Maintenance**\
  Included — half-yearly releases
- **Advisory tracking**\
  Monthly
- **Connectors**\
  Six included; bespoke gateways quoted
- **Change notice**\
  30 days before a breaking release
- **Fork rights**\
  Yes, lineage retained

[Book a demo with your telemetry](/book-demo)

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wGrow Technologies Pte Ltd · Singapore · Licence fees indicative. AquaMind output is decision support for a qualified operator and is not veterinary advice.

Canonical page: https://dev.krewos.ai/trust/pack-aqua