DeepSense

What DeepSense does

DeepSense is an applied research platform housed within the Faculty of Computer Science at Dalhousie University in Halifax, Nova Scotia, that delivers applied AI solutions to SMEs, startups, government agencies, and academic researchers operating in ocean technology and adjacent marine verticals (aquaculture, maritime logistics, environmental monitoring, renewable energy, defense). The platform pairs an experienced technical team and project management staff with student interns from Dalhousie and partner institutions to scope, build, and deliver AI models, tools, and systems — including computer vision applications (ZooSegNet for zooplankton classification, Zebra Mussel Detection), underwater acoustic monitoring (WhisperLoop), predictive analytics for aquaculture (dissolved oxygen forecasting), and supply chain error detection. A proprietary cloud-based AI Development Platform supports project delivery, and partners retain full intellectual property ownership with the option to hire the assigned intern.

DeepSense operates a grant-funded professional services model rather than a commercial product business. Revenue derives from a mix of research grants (Mitacs, Atlantic Canada Opportunities Agency, Canada's Ocean Supercluster, Ocean Frontier Institute, Nova Scotia provincial government) and partner contributions for applied project delivery. Pricing is not publicly disclosed; the platform emphasizes affordable, low-risk engagement. The go-to-market motion is community-led, combining direct outreach to ocean technology SMEs, the annual Ocean of Data Challenge student competition, virtual Discovery Sessions events, and ecosystem partnerships with COVE, The PIER, Ocean Tracking Network, and ShiftKey Labs. Distribution combines direct enterprise engagement for project partnerships with a self-serve AI Development Platform for individual users. Service offerings have expanded beyond project delivery into ML Auditing, AI Readiness, and GenAI RAG and domain-specific LLM development.

Name

DeepSense

Legal name

DeepSense

Website

https://deepsense.ca

Company type

Private

Operating status

Operating

Headcount range

11–50 employees

Short description

DeepSense is a Dalhousie University–affiliated applied research platform that pairs experienced technical teams with student interns to deliver custom AI solutions for SMEs, startups, governments, and researchers in the ocean technology sector, funded primarily through research grants and partner contributions.

Ownership category

akta.pro rank

Product category

Applied AI Research Services

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Computer Training (611420), Educational Support Services (61171)

SIC

Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373), Services-Prepackaged Software (7372)

akta.pro primary industry

AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ)

akta.pro secondary industries

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI), Tools & Platforms Training (Jira, Azure DevOps, MS Project, Smartsheet, etc.) (EDABAHAH), Multimodal Generation (Text-Image-Video-Audio) & Creative Toolchains (HDAAACAG)

Keywords

• Applied AI research
• Ocean technology solutions
• Marine machine learning
• AI development platform
• AI consulting services

Headquarters

HQ city

Halifax

HQ country

Canada

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales

Revenue model

1. Applied Research Project Delivery: DeepSense delivers applied AI solutions to partner organizations through funded research projects. Partners gain access to student talent, expert insight, and a proven project delivery framework. The organization is funded through research grants, government programs (Mitacs, ACOA, Ocean Supercluster), and partner contributions.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels6 records

Core offering

DeepSense is an applied research platform that delivers AI solutions for SMEs, startups, governments, and researchers in ocean technology sectors. The platform pairs experienced technical teams with student interns to build and train AI models, tools, and systems, with full IP ownership retained by partners. Core offerings include ML Model Development, ML Auditing, GenAI RAG services, and a cloud-based AI Development Platform, alongside educational programs such as Training Projects and the Ocean of Data Challenge competition.

Product overview

DeepSense is an applied research platform housed in the Faculty of Computer Science at Dalhousie University that delivers AI solutions through a combination of services, platforms, and educational programs. The core offering is the AI Development Platform for cloud-based AI project development. The company provides ML Model Development, ML Auditing, and GenAI RAG services. Educational offerings include Training Projects for skill development and Discovery Sessions as virtual learning events. DeepSense also organizes the Ocean of Data Challenge competition. Research projects include ZooSegNet (zooplankton classification), WhisperLoop (underwater vessel detection), Zebra Mussel Detection, Shipping Manifest Error Detection, and Aquaculture Oxygen Prediction systems.

Differentiator

Problem solved

Functional benefit

Brands

• Ocean of Data Challenge: A virtual student innovation competition organized by DeepSense, COVE, and ShiftKey Labs where postsecondary students across Canada tackle ocean-related challenges using real data and develop solutions ranging from infographics to machine learning models.
• Discovery Sessions
• AI Development Platform

Products and services

• AI Development Platform Cloud-based platform that reduces complexity of creating AI projects with simple, user-friendly interface and scalable design for managing notebooks and resources, available for students and project partners.
• ML Model Development Custom machine learning solutions using an organization's exclusive data to build proprietary models for ocean technology and marine sector challenges.
• ML Auditing Service Algorithm performance, data integrity, bias assessments and best practice recommendations for advanced AI-focused organizations, including workflow automation services.
• GenAI RAG and Model Development Retrieval-Augmented Generation workflows and domain-specific LLM development for powering next-generation applications and services in ocean and marine sectors.
• AI Readiness Service Infrastructure, best practices, data collection, storage and labeling services to facilitate future AI projects for organizations.
• Training Projects Self-directed AI learning projects at beginner, intermediate, and advanced levels using real ocean data to develop skills through practical exercises for students and aspiring AI practitioners.
• Ocean of Data Challenge Virtual student innovation competition where postsecondary students from across Canada use real ocean data to solve ocean challenges, with cash prizes and skill development opportunities.

Quantifiable outcome

• 94.42% inference accuracy for zooplankton classification and segmentation (ZooSegNet ensemble model)
• +2 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability17 records

Feature6 records

Partnerships

13 partnerships are on record, tiered core and major.

• Dalhousie University - Faculty of Computer SciencecoreStrategic or Co-development PartnerDeepSense is an applied research platform housed in the Faculty of Computer Science at Dalhousie University. The university provides academic infrastructure, student talent access, and research framework for the platform's operations.
• COVE (Centre for Ocean Ventures and Entrepreneurship)coreStrategic or Co-development PartnerCOVE is a major ocean technology hub and innovation facility in Dartmouth, Nova Scotia. DeepSense collaborates with COVE on the Ocean of Data Challenge and various marine AI projects. COVE provides testing facilities and ecosystem connections.
• The PIERcoreStrategic or Co-development PartnerThe PIER (Place for Innovation, Entrepreneurship, and Research) is an innovation hub where DeepSense is physically located. They co-host events and collaborate on ocean technology initiatives.
• Ocean Tracking NetworkcoreStrategic or Co-development PartnerOTN provides ocean data and collaboration for the Ocean of Data Challenge and research projects. DeepSense uses OTN data portals for student competitions and research initiatives.
• Ocean Frontier InstitutemajorStrategic or Co-development PartnerMajor research institute focused on ocean science. Listed as a funder and ecosystem partner supporting DeepSense operations and research initiatives.
• Canada's Ocean SuperclustermajorStrategic or Co-development PartnerIndustry-led ocean economy innovation cluster. Listed as a funder and ecosystem partner supporting DeepSense's ocean technology initiatives.
• InnovaseacoreStrategic or Co-development PartnerInnovasea designs aquatic solutions for fish tracking and farming. DeepSense partnered with Innovasea to develop a deep learning model predicting dissolved oxygen concentration in aquaculture pens.
• RobonoticcoreStrategic or Co-development PartnerRobonotic designs autonomous technologies for aquatic invasive species challenges. DeepSense collaborated with Robonotic on AI models for zebra mussel detection achieving 88%+ prediction rate.
• BlueNodecoreStrategic or Co-development PartnerBlueNode automates enrichment of intermodal logistic data with AI-powered cleansing. DeepSense developed an automated error detection and correction model for BlueNode's shipping manifest processing.
• Sensor Technology Ltd.coreTechnology or IntegrationSensor Technology specializes in custom acoustic transducers and hydrophones. Partnered on WhisperLoop project for underwater acoustic monitoring using AI and compact towed hydrophone arrays.
• Ocean Startup ProjectmajorStrategic or Co-development PartnerSupports ocean technology startups in Canada. Listed as an ecosystem partner providing connections to startups that may engage with DeepSense.
• ShiftKey LabscoreStrategic or Co-development PartnerInnovation lab that co-organizes the Ocean of Data Challenge competition with DeepSense and COVE, providing student engagement and competition framework.
• Davies Lab - University of New BrunswickmajorStrategic or Co-development PartnerResearch collaboration on zooplankton classification and segmentation. DeepSense worked with Davies Lab to develop ZooSegNet achieving 94.42% inference accuracy.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Emerging players

• Saildrone: US-based company building autonomous ocean data collection platforms using wind and solar-powered uncrewed surface vehicles. Comparable as an ocean-tech AI/robotics company working on vessel classification and marine data, overlapping with DeepSense's WhisperLoop project.

Broad incumbents

• Mila (Quebec AI Institute): One of the world's largest academic deep-learning research institutes, founded by Yoshua Bengio. Analogous to DeepSense as a Canadian university-affiliated AI research hub, though operating at vastly larger scale and broader scope.
• Allen Institute for AI (AI2): US non-profit AI research institute combining academic researchers with applied AI projects across multiple domains. Comparable as a non-profit research platform delivering AI projects for real-world applications, though at substantially larger scale.
• Vector Institute: Toronto-based AI research institute backed by the Province of Ontario and major Canadian enterprises. Comparable as a publicly-funded Canadian applied AI research entity partnered with industry.
• Element AI (ServiceNow): Montreal-based applied AI company (acquired by ServiceNow in 2020) that paired academic research with enterprise AI delivery. Closest historical Canadian analog to DeepSense's academic-spinout applied AI model at commercial scale.
• Borealis AI: RBC-owned applied AI research lab with academic affiliations. Comparable as a Canadian applied AI research entity pairing academic talent with enterprise applications, though with a single corporate parent rather than a public-funder model.

Direct peers

• DarwinAI: Canadian AI company founded out of the University of Waterloo that develops AI/ML solutions for industrial applications. Comparable as a Canadian academic-spinout applying AI to specific verticals, with similar deep-tech research positioning.
• Faculty AI: UK-based applied AI services firm that pairs technical teams with domain experts to deliver custom ML solutions for enterprises. Closest commercial analog to DeepSense's applied-research-services model, though without the academic/university housing and ocean-tech specialization.

Others

• CIFAR: Canadian-based global research organization that funds and convenes AI researchers across Canada. Comparable as a Canadian ecosystem enabler in the AI research landscape, often co-funding initiatives that overlap with DeepSense's funder ecosystem.

Regional players

• XOCEAN: Ireland-based provider of uncrewed surface vessels for ocean data collection, serving offshore energy and environmental monitoring. Comparable ocean-tech vertical with AI/data overlap but operating primarily in European waters.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubebit.ly/DeepSenseDiscoverySessions
• LinkedInlinkedin.com/company/deepsenseca

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about DeepSense