Aquabyte

Name: Aquabyte
Brand: Aquabyte

Camera-based monitoring systems for fish farming, leveraging AI to deliver real-time data for better decision-making

Est 2017|Valuation $146M|Raised $41.7M|11 Ref Customers

LinkedIn 13K|Web traffic 63K|FTEs 101|HQ Vestland, NO

Published Sep 19, 2026

01Common complaints

If you require visibility-independent monitoring as the primary signal (for example, highly turbid water or frequent low-light conditions) and the main objective is feeding or behavior positioning — hydroacoustics-first platforms may be more appropriate.
If you require fully transparent public security or compliance documentation (SOC 2 report availability, ISO certificates, pen-test summaries). Aquabyte’s public materials do not clearly provide these documents.
If your organization cannot support hardware operations (retrieval, cleaning, spare parts logistics, site commissioning). A software-only approach or a vendor with local service infrastructure may present lower operational risk.
If extensive third-party customer reviews on G2, Capterra, or TrustRadius are a procurement requirement — public review coverage appears limited, so procurement will need to rely on references and pilots.
If your procurement strategy is to consolidate with a single broad aquaculture supplier for integration and support reasons; in that scenario, an incumbent suite provider may be preferable.

- If you require visibility-independent monitoring as the primary signal (for example, highly turbid water or frequent low-light conditions) and the main objective is feeding or behavior positioning — hydroacoustics-first platforms may be more appropriate. - If you require fully transparent public security or compliance documentation (SOC 2 report availability, ISO certificates, pen-test summaries). Aquabyte’s public materials do not clearly provide these documents. - If your organization cannot support hardware operations (retrieval, cleaning, spare parts logistics, site commissioning). A software-only approach or a vendor with local service infrastructure may present lower operational risk. - If extensive third-party customer reviews on G2, Capterra, or TrustRadius are a procurement requirement — public review coverage appears limited, so procurement will need to rely on references and pilots. - If your procurement strategy is to consolidate with a single broad aquaculture supplier for integration and support reasons; in that scenario, an incumbent suite provider may be preferable.

Deal disqualifiers (poor fit)

Farms with limited ability to maintain underwater hardware (no service capacity)
Sites with connectivity constraints that make video and archives impractical
Buyers requiring publicly documented SOC 2 or ISO certifications before procurement (unless the vendor can provide documents under NDA)

Vendor-acknowledged or implied limitations

Public materials emphasize ease and low maintenance, but detailed limitations (accuracy bounds, environmental constraints, minimum visibility, and required fish proximity) are not prominently documented.

Roadmap / newly launched features

Behaviour monitoring and certain decision-support modules appear to be recent (2024–2025) announcements. New modules can provide value but may lack long-term field validation.

Scale limitations

Not publicly specified, but typical constraints for camera-based systems include:
- Number of pens per site supported
- Bandwidth constraints for video and cloud analysis
- Operational maintenance overhead as device fleets scale

Security and compliance gaps (publicly visible)

No public SOC 2 or ISO certifications located in public materials.
No detailed public security architecture documentation found.

02Why they buy

Unique selling points that are at least partially validated

Regulatory approval in Iceland for maturation scoring (public reporting indicates formal approval by Icelandic authorities).
An integrated multi-module platform that combines lice, biomass, welfare, behaviour, and decision-support tools rather than focusing on a single KPI.

Unique selling points that are less independently verified in public sources

Claims regarding the relative accuracy of its datasets and metrics such as images per day and total systems in pens are difficult to verify independently from public sources.

Areas where competitors have advantages

Hydroacoustics competitors may be more robust in poor-visibility conditions.
Large supplier suites often provide broader integration across farm operations and may have stronger local service footprints.

03Field reports

What’s available publicly (and what’s not)

This section draws on:

Vendor and partner testimonials published on the vendor site and industry promotion channels
Industry press coverage
Employee reviews (Glassdoor) as an indirect indicator of execution risk and operational maturity

The product is a niche B2B offering. Mainstream SaaS review platforms (G2, Capterra, TrustRadius) have limited or no coverage for the aquaculture product in public searches, which reduces the ability to quantify review-platform sentiment. This section draws on: - Vendor and partner testimonials published on the vendor site and industry promotion channels - Industry press coverage - Employee reviews (Glassdoor) as an indirect indicator of execution risk and operational maturity

Positive testimonials (examples)

From vendor-published customer profiles and interviews:

A Norwegian customer described collaboration with the vendor’s customer team and noted that the data allowed identification of improvement areas, operational optimisation, and prevention of recurring issues.
Another customer perspective emphasized reduced handling, noting that manual removal of fish for lice counts was previously necessary and that continuous monitoring reduced that need.

Vendor interviews also describe value in moving from reactive to proactive decision-making:

A regional manager quoted in vendor materials said that continuous oversight of trends and developments in biomass and welfare replaced prior reactive workflows.

From vendor-published customer profiles and interviews: - A Norwegian customer described collaboration with the vendor’s customer team and noted that the data allowed identification of improvement areas, operational optimisation, and prevention of recurring issues. - Another customer perspective emphasized reduced handling, noting that manual removal of fish for lice counts was previously necessary and that continuous monitoring reduced that need. Vendor interviews also describe value in moving from reactive to proactive decision-making: - A regional manager quoted in vendor materials said that continuous oversight of trends and developments in biomass and welfare replaced prior reactive workflows.

Negative feedback / criticisms (examples)

Highly negative employee reviews allege poor management decision-making, challenges winning enterprise deals, internal HR issues, layoffs, and cross-office disconnect. These are unverified allegations but represent reputational or operational risk signals a buyer may consider.
Other employee commentary cites structural difficulty: the scope of the system is large and demanding for a small team and highlights coordination challenges across geographies.

Because third-party customer review volume is limited, the most concrete negative commentary found in public searches is from employee reviews (which do not directly equate to product quality but can correlate with delivery risk): - Highly negative employee reviews allege poor management decision-making, challenges winning enterprise deals, internal HR issues, layoffs, and cross-office disconnect. These are unverified allegations but represent reputational or operational risk signals a buyer may consider. - Other employee commentary cites structural difficulty: the scope of the system is large and demanding for a small team and highlights coordination challenges across geographies.

Why customers choose Aquabyte (inferred from materials)

Common selection drivers suggested by vendor positioning and testimonials include:

Reduction in manual, invasive sampling (lice, welfare, maturation)
Continuous monitoring compared to point-in-time checks
Regulatory reporting benefits (notably regulatory approval for a maturation scoring approach in one jurisdiction)
A unified portal across lice, biomass, welfare, and behaviour metrics

Why customers might choose alternatives

Operators may select competitors when:

They require visibility-independent monitoring (hydroacoustics) for turbid or low-visibility conditions
They prefer standardizing on a broader farm operations suite from an established equipment supplier (feeding, pens, nets, software) to consolidate procurement and support
They need explicit, publicly documented security and compliance assurances that have already been vetted by their IT governance

Regulatory approval case (maturation scoring)

Benefit reported: avoids dissecting large numbers of fish per site for maturation monitoring.
Critical view: while regulatory approval is a credibility signal, buyers should clarify:
- Approval scope (species, stage, conditions)
- Audit and validation methodology and ongoing calibration requirements
- Whether approval is transferable to other regulators or unique to that jurisdiction

The vendor reports that its automated maturation scoring method received approval from a national food and veterinary authority in one jurisdiction, which presents a non-invasive alternative to manual sampling and dissection requirements. - Benefit reported: avoids dissecting large numbers of fish per site for maturation monitoring. - Critical view: while regulatory approval is a credibility signal, buyers should clarify: - Approval scope (species, stage, conditions) - Audit and validation methodology and ongoing calibration requirements - Whether approval is transferable to other regulators or unique to that jurisdiction

Behaviour monitoring product launch

The vendor launched a behaviour monitoring product that monitors swim speed, swim tilt, and a breathing index, with video clip archives.

Critical view: early-stage product lines often have initial limitations; buyers should request:
- Alert thresholds and false positive/negative rates
- Evidence of correlation between indicators and welfare outcomes
- Evidence that behavioural metrics change operational decisions and improve outcomes rather than only adding dashboards

The vendor launched a behaviour monitoring product that monitors swim speed, swim tilt, and a breathing index, with video clip archives. - Critical view: early-stage product lines often have initial limitations; buyers should request: - Alert thresholds and false positive/negative rates - Evidence of correlation between indicators and welfare outcomes - Evidence that behavioural metrics change operational decisions and improve outcomes rather than only adding dashboards

Vendor-published metrics caveat

Vendor statements of deployment scale and image volumes are not independently audited in public sources. Buyers should request:

Definitions of "system in pens" and active deployments
Data retention policies, sampling methodology, and model training governance

04Best fit

Company size

Most likely fit:

Mid-to-large aquaculture operators (typically hundreds to thousands of employees) with multiple sites and a need for standardized monitoring.
Smaller operators may adopt if they have high biological risk exposure and can justify hardware and subscription costs, though ROI proof becomes more critical.

Industries / verticals

Atlantic salmon and trout farming (sea pens, submerged pens; some land-based facilities)
Smolt production (the vendor has positioned products for smolt welfare and biomass scoring)

Roles and personas

Decision makers: COO/Head of Farming, Head of Fish Health/Welfare, Head of Digital/IT (for integration), Procurement.
End users: farm managers, site technicians, feeding operators, biology teams.

Pain points addressed

Cost and risk from lice outbreaks and treatments
Manual sampling/handling stress and labor cost
Inconsistent or delayed visibility into biomass and welfare trends
Compliance and regulatory documentation requirements

Qualification criteria (good fit)

Farms that can operationalize insights (clear SOPs for acting on alerts)
Sites with sufficient infrastructure to deploy and maintain hardware reliably
Organizations willing to run pilots and validate outputs statistically

05The pitch

What the product does (objective value proposition)

Biomass/weight/growth estimation
Sea lice counting and forecasting
Welfare monitoring and scoring
Behaviour monitoring (e.g., swim speed, swim tilt, breathing index)
Feeding-related insights (appetite prediction and sonar, per Aquabyte positioning)
Decision support and planning tools (short-term planning, scenario simulation)

The vendor states its objective is to reduce manual fish handling (sampling, lice counts, welfare checks) and to provide earlier interventions based on monitored data.

Aquabyte provides hardware and software for camera-based, AI-driven monitoring and decision support in aquaculture, primarily targeting salmonid farming. The system captures large volumes of underwater imagery, processes part of it on-device and part in the cloud, and presents outputs in a user portal focused on: - Biomass/weight/growth estimation - Sea lice counting and forecasting - Welfare monitoring and scoring - Behaviour monitoring (e.g., swim speed, swim tilt, breathing index) - Feeding-related insights (appetite prediction and sonar, per Aquabyte positioning) - Decision support and planning tools (short-term planning, scenario simulation) The vendor states its objective is to reduce manual fish handling (sampling, lice counts, welfare checks) and to provide earlier interventions based on monitored data.

Target market and positioning

Primary buyers: large and mid-size salmon farming operators (sea pens and some land-based / tanks), plus smolt facilities.
Primary users: farm managers, production/welfare teams, feeding teams, biology/health staff, compliance/regulatory reporting staff.
Positioning: the company presents itself as an AI and computer vision provider with substantial dataset scale and accuracy claims for welfare/lice/biomass/behaviour monitoring, and provides a user portal and support services.

- Primary buyers: large and mid-size salmon farming operators (sea pens and some land-based / tanks), plus smolt facilities. - Primary users: farm managers, production/welfare teams, feeding teams, biology/health staff, compliance/regulatory reporting staff. - Positioning: the company presents itself as an AI and computer vision provider with substantial dataset scale and accuracy claims for welfare/lice/biomass/behaviour monitoring, and provides a user portal and support services.

Get a comprehensive analysis of Aquabyte including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →