BlueOcean

Thailand · Smart aquaculture

AI infrastructure for climate-resilient aquaculture

Built for Thailand’s national aquaculture digitalization agenda, BlueOcean combines edge AI, marine-climate data, underwater vision, federated learning, and zero-trust controls. The go-to-market model is three-fold: operate demonstration sites, enable farms and cooperatives, and co-build public standards with government. The same stack covers premium marine fish, shrimp, and inland freshwater production, with localization, PDPA-aligned data handling, and export compliance in view.

5 Priority landing programs
A100 Central training cluster
72h Climate and water forecast window
PDPA On-farm data stays on farm

Capabilities

One stack from climate to the pond

Marine climate early warning

Marine climate early warning from satellite and buoy data: storm, rain, salinity shock, and algal crash risk

24–72 hour forecasts for

24–72 hour forecasts for dissolved oxygen, pH, salinity, and ammonia, moving from alarms to prediction

Underwater vision for fish

Underwater vision for fish behavior, surface lesions, and feeding activity to cut FCR

Federated compute: A100 center,

Federated compute: A100 center, district Orin hubs, pond terminals; raw data stays on site

Landing programs

Five priority sites across Thailand

Samut Sakhon shrimp-pond edge AI

Samut Sakhon Province · Pacific white shrimp
Edge IoT plus climate–water coupling to warn on AHPND, EMS, and WSSV risk in Thailand’s core shrimp belt.

Chachoengsao sea-bass cage AI

Chachoengsao Province · Gulf of Thailand nearshore · Asian sea bass (barramundi) and premium marine finfish
Offline-first edge AI and underwater vision for monsoon-exposed cages where cloud links are unreliable.

Surat Thani cooperative federated cluster

Surat Thani Province · Freshwater shrimp, tilapia, and brackish mixed culture
A district Orin hub for smallholders who cannot train models alone, with raw data encrypted on farm.

National GAP/ASC digital certification

Core aquaculture provinces nationwide · Export shrimp and crab
AI logs, GAP/ASC checks, and paperless evidence so export farms are not blocked by incomplete files.

Chiang Mai inland freshwater AI

Chiang Mai Province · northern inland farms · Tilapia, hybrid catfish, and inland food fish
A lighter, lower-cost kit for night oxygen crashes and sudden water-quality events on small inland farms.

Read full project notes

Partnership

Demonstrate, enable, co-build

Operate demonstration sites to prove the stack, enable farms and cooperatives at scale, and co-build public platforms and standards. Product revenue still sits on hardware, SaaS, and risk data; these three motions describe how BlueOcean enters the Thai market.

Company-run demonstration

Own the site, install the full stack, and show a visitable, copyable operating system so buyers are not asked to trust slides alone.

Farm and cooperative enablement

Low-cost kits, model access, remote ops, GAP files, and federated model updates while raw data stays on farm.

Public–private co-build

Land official pilots, federated and zero-trust bases, training, and GAP/export policy systems as the technical implementer.

Strategy

How the system closes

Four moves close the loop: prove the stack on owned sites, grow recurring enablement, lock into public standards work, and cover marine, shrimp, and inland freshwater. BlueOcean is a product company that sells AI infrastructure and services, not a consultancy that rents staff by the hour.

Demonstrate

Company-run sites create proof, brand, and a standard operating picture.

Enable

Farms and cooperatives create ongoing service volume across Thailand.

Standardize

Public programs and platforms set the rules the product already runs on.

Cover the map

Premium marine, core shrimp, and inland freshwater share one stack.