Maintained Pack · Published by wGrow Technologies
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.
- 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