Canadian aquaculture AI — ReelData, OnDeck, WellFish, Marine Thinking, Mowi, Ocean Supercluster fish welfare — the Pacific + Atlantic RAS + open-net-pen vendor ecosystem

NA-Canada (Pacific — BC; Atlantic — Nova Scotia; Newfoundland; PEI)

Content

Canadian aquaculture AI in mid-2026 is anchored by a Pacific + Atlantic RAS + open-net-pen vendor ecosystem with substantive deployment evidence and named institutional anchors.

1. ReelData AI (Halifax, NS)

ReelData AI (founded 2018, Halifax/Dartmouth HQ). VC-funded by Buoyant Ventures. Biomass-estimation camera, feed-management automation, behavioural-monitoring platform for land-based recirculating aquaculture systems (RAS).

Pilot deployments.

Distinctive features.

ReelData is the largest Nova Scotia-based AI aquaculture vendor. Anchors the Atlantic Canada × aquaculture × computer-vision cell.

2. OnDeck Fisheries AI (Vancouver, BC)

OnDeck Fisheries AI (Vancouver lead). Partners: Teem Fish Monitoring, Ha’oom Fisheries Society, Snap Information Technologies, Canadian Groundfish Research and Conservation Society, Ocean Wise, Goodfish Seafood Co., J.O. Thomas & Associates. $1.5M from Canada’s Ocean Supercluster under Pan-Canadian AI Strategy (PCAIS) Program.

Aims to make electronic monitoring (EM) of commercial fisheries 10–12× more affordable for the projected surge in vessel coverage needed. Caveat: Project is positioned as building infrastructure, not as a deployed operational monitoring system yet. G-325.

OnDeck is the PCAIS-funded side of Canadian fisheries AI — largely unmined by the existing units (which focus on Quebec institutional substrate).

3. WellFish Tech (PEI BioAlliance)

WellFish Tech — Scotland-origin startup, expanded to Norway and Canada; PEI presence via PEI BioAlliance. Founded 2021. Combines production data + clinical chemistry + AI tools for non-lethal blood assessment in aquaculture, wild stocks, research animals.

WellFish is the substantive Canadian aquaculture-animal-health AI deployment. Distinct from Mowi Canada West Feed Centre (production AI).

4. Marine Thinking (Newfoundland)

Marine Thinking (Newfoundland and Labrador). AI for catch monitoring, autonomous detection and location of ghost gear in fishing waters. Project stage not detailed publicly. Source: Undercurrent News Jan 2025.

5. Mowi Canada West — Centralized AI-assisted Feed Centre (BC)

Mowi Canada West (subsidiary of Mowi ASA, world’s largest Atlantic salmon farmer). Centralized Feed Centre using AI to integrate oxygen/temperature/salinity sensors with feeding behaviour; staff 100% focused on feeding, removed from farm sites.

Caveat: 2026 DFO transition plan for 79 BC salmon farms remains unresolved as of July 2026 — operational future of these AI deployments depends on policy outcomes. G-326.

Mowi Canada West is distinct from Mowi Scotland’s Remote Operations Centre. The BC operation is rarely named separately.

6. Ocean Supercluster fish welfare AI

Ocean Supercluster has a documented H2S-sensor + AI-camera fish welfare project with Grieg Seafood for real-time monitoring of fish welfare.

7. Oceans North — Atlantic electronic monitoring pilot with AI (Nova Scotia)

Oceans North (NGO). Piloted electronic monitoring system with cameras + AI for at-sea observer program. Public framing: “At-sea observer program is ‘broken,’ advocates say, but electronic tools and AI could help.” Pilot, not at scale.

Substantive observation — the funding-stack pattern

Reading across the Canadian aquaculture AI vendor ecosystem:

The same kind of AI capability (computer-vision fish monitoring) shows up under each funding regime, but with different data-governance postures — corporate-funded (Mowi) tends toward proprietary stacks; PCAIS-funded (OnDeck) tends toward public infrastructure; venture-funded (ReelData) tends toward proprietary but customer-licensed.

This is the substantive Canadian structural pattern: the regulatory-funder mix shapes the data-sovereignty architecture, not just the deployment. Same CV-on-fish capability looks structurally different depending on which Canadian funding regime produced it.

What this unit is doing in the taxonomy

This is the Canadian aquaculture AI vendor ecosystem unit. Anchors:

Why it matters for talks

  1. The Canadian aquaculture AI vendor ecosystem is Pacific + Atlantic + Newfoundland + PEI — a substantive regional spread.
  2. ReelData (Halifax), OnDeck (Vancouver), WellFish (PEI), Marine Thinking (NL), Mowi (BC) — five named Canadian aquaculture AI vendors.
  3. The funding-stack pattern (venture + PCAIS + corporate + cluster + NGO) is a substantive Canadian structural feature — different funding regimes produce different data-governance postures.
  4. The OnDeck $1.5M PCAIS-funded EM cost-reduction claim (10-12× more affordable) is the substantive EM cost claim.
  5. The 2026 DFO transition plan for 79 BC salmon farms is the binding policy context for Mowi + OnDeck + Catalera-dependent salmon-farm AI deployments.
  6. Indigenous-led AI deployment in aquaculture (PolArctic + Salmon Vision) is the operational pattern — distinct from the vendor-funded commercial deployments.

Critical context