Registre des initiatives en IA

Toutes les initiatives inscrites au registre sont consultables ici, sans compte. Chaque fiche montre son avancement, ses jalons et l'historique de ses décisions. Les demandes encore en cours de triage n'y figurent pas : elles rejoignent le registre une fois examinées.

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197 initiative(s) courante(s)

Registre des initiatives en IA
ID	Initiative en IA	Étape	Description	Secteur	Région	Catégorie d'IA	Expert en la matière
114	InsightBridge: Executive CSAS Summaries Non traduit · origine : anglais	Pilote	Uses AI to convert complex, technical CSAS reports into concise, plain-language summaries tailored for executive decision-makers. Enhances...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative IA générative (texte, images, code)	Winegardner, Amanda
113	Improving forecasting for high-priority ports Non traduit · origine : anglais	Pilote	Research into feasibility of improving accuracy and timeliness of short-term forecasts for coastal regions by combining traditional and AI m...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Automatisation et aide à la décision Analytique prédictive	Winegardner, Amanda
112	ECCC exchanges on use of AI for ocean modelling Non traduit · origine : anglais	Pilote	Exchanges with ECCC on implementation of machine learning methods for operational ocean forecasting, including potential uses for DFO models...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Infrastructure et habilitation Gouvernance et éthique de l'IA	Winegardner, Amanda
111	Digital Twins of the Ocean Task Team Non traduit · origine : anglais	Pilote	National exchanges on topics relating to ocean modelling for development of Digital Twins of the Ocean, including use of AI for modelling an...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Infrastructure et habilitation Gouvernance et éthique de l'IA	Winegardner, Amanda
110	Mercator Collaboration on Digital Twins of the Ocean Non traduit · origine : anglais	Pilote	Knowledge exchanges with ECCC and Mercator Océan International on use of AI for ocean modelling, in the context of Digital Twins of the Ocea...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Infrastructure et habilitation Gouvernance et éthique de l'IA	Winegardner, Amanda
109	Advancing Support Systems to Understand the Ocean using AI Non traduit · origine : anglais	Pilote	A workshop will be hosted to identify international best practices and key considerations for using AI technologies to understand and predic...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Infrastructure et habilitation Gouvernance et éthique de l'IA	Winegardner, Amanda
108	The development of rapid multiplex qPCR for the detection and quantification of three parasites MSX, SSO, Dermo of oysters (Crassostrea virginica) and MSX single-cell whole genome sequencing using long read sequencing platform’ Non traduit · origine : anglais	Pilote	This 2-year project aims to enhance the disease diagnostic services provided to the shellfish aquaculture industry by improving the methods...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Automatisation et aide à la décision	Winegardner, Amanda
107	AI tools for translations Non traduit · origine : anglais	Pilote	AI translation tools for all non project-specific communications (e.g., emails, meeting notes, internal taskings). Additional AI tools are n...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Interaction et engagement Traduction et accessibilité	Winegardner, Amanda
106	Finwave: an online photo-identification database and AI matching tool Non traduit · origine : anglais	Pilote	This project aims to improve a publicly accessible machine learning platform capable of identifying individual killer whales in real-time...	Sciences des écosystèmes et des océans	Région de la capitale nationale	Perception et compréhension Vision par ordinateur	Winegardner, Amanda
25	Help DFO employees navigate CDOS structure and services Non traduit · origine : anglais	Idéation	CDOS is a large and complex organisation. Leverage AI to help DFO user access services, understand organization structure, identify SME. Exp...	Dirigeant principal du numérique	Québec	Interaction et engagement IA conversationnelle et assistants virtuels	Bussieres, Martin
22	AI Model for Administrative Support Non traduit · origine : anglais	Pilote	Pilot with select staff using MS Copilot for briefing material preparation, data analysis, writing, and translation. Exploring broader acces...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative IA générative (texte, images, code)	Bédard, Mathieu
26	Generative AI in intranet Internet content creation Non traduit · origine : anglais	Idéation	Integrate Generative AI capacity right into Drupal CMS to help users create draft content, ease translation, generate images, tags and metad...	Dirigeant principal du numérique	Québec	IA cognitive et générative IA générative (texte, images, code)	Bussieres, Martin
27	Turn on AI Auto labeling on all M365 documents and communications channels Non traduit · origine : anglais	Idéation	Our E5 M365 licences grant access to AI based tools in Purview to automatically categorized documents and set labels accordingly. Model tra...	Dirigeant principal du numérique	Québec	Automatisation et aide à la décision Automatisation des processus assistée par IA	Bussieres, Martin
28	AI-Enabled Electronic Monitoring (EM) Solutions Non traduit · origine : anglais	Pilote	The pilot project, in collabration with Fisheries Resources Management, explores the integration of AI-enabled electronic monitoring (EM) so...	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Fusion de capteurs	Rémillard, Vincent
29	AI-Enabled Detection of Watercraft for Aquatic Invasive Species Risk Management Non traduit · origine : anglais	Pilote	This pilot project, in collabration with Aquatic Invasive Species Program, develops an AI-powered system to automatically detect and track...	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Vision par ordinateur	Spearin, Brendan
31	Quality control of oceanographic data - Maritimes Region Non traduit · origine : anglais	Pilote	The goal of the project is to assist in the processing and quality control of CTD (oceanographic) data by leveraging machine learning models...	Politiques stratégiques	Région de la capitale nationale	Automatisation et aide à la décision Analytique prédictive	Croft, Lee
32	CTD Anomaly Detection Non traduit · origine : anglais	Pilote	The goal of this project is to apply machine learning to detect anomalous oceanographic data, highlighting meaningful physical phenomena in...	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Analytique prédictive	Croft, Lee
33	Machine-learning-assisted Benthic Marine Life Annotation Tool Non traduit · origine : anglais	Idéation En pause En pause	The goal of the project is to improve the efficiency of the image annotation process to reduce manual efforts of the benthic science team an...	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Vision par ordinateur	Wang, Yuchen
34	AI-assisted Marine Mammal Annotation Tool Non traduit · origine : anglais	Pilote	The goal of the project is to improve the efficiency of the aerial image annotation process to reduce manual efforts of the marine mammal sc...	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Vision par ordinateur	Wang, Yuchen
35	AI-assisted Solution to Detect Ghost Gear from Side Scan Sonar Images Non traduit · origine : anglais	Idéation En pause En pause	The goal of the project is use AI to automate data analysis in detecting Ghost Gear. Client: Ghost Gear Program	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Vision par ordinateur	Petrovic, Marina
36	AI-assisted Solution to summarize C&P aerial surveillance videos Non traduit · origine : anglais	Pilote	A pilot project to explore the use of AI/ML for automating the identification of relevant segments in EM video and imagery, such as human ac...	Politiques stratégiques	Région de la capitale nationale	Perception et compréhension Vision par ordinateur	Legresley, Jean-Claude
37	OCDS AI Portal Non traduit · origine : anglais	Pilote	The Office of Chief Data Steward (OCDS) currently has in its possession multiple proof-of-concept AI models developed that demonstrates the...	Politiques stratégiques	Région de la capitale nationale	Infrastructure et habilitation MLOps et gestion des modèles	Wang, Yuchen
41	Cyber Security Operation Non traduit · origine : anglais	Production	Cyber Security Operation Centre has deployed AI/ML in MS Defender (Endpoint Detection and Response (EDR) system), MS Sentinel (Security Inci...	Dirigeant principal du numérique	Région de la capitale nationale	Automatisation et aide à la décision Analytique prédictive	Jensen, Michael
43	PSPC Concierge Non traduit · origine : anglais	Idéation	In partnership with CDOS and Pay Programs, we are agreeing to test the PSPC chatbot with 50 users, slated to start in June. This test will d...	Ressources humaines et services de gestion	Région de la capitale nationale	Interaction et engagement IA conversationnelle et assistants virtuels	Gardner, Leigh
45	MyGCHR – Phoenix analysis tool Non traduit · origine : anglais	Idéation	Pro B data would be needed, but feed MyGCHR and Phoenix records, but flag those that are incorrect in the hopes of training the AI to recogn...	Ressources humaines et services de gestion	Région de la capitale nationale	Automatisation et aide à la décision Analytique prédictive	Gardner, Leigh

114
InsightBridge: Executive CSAS Summaries
Uses AI to convert complex, technical CSAS reports into concise, plain-language summaries tailored for executive decision-makers. Enhances leadership understanding and accelerates informed decision-making by providing easily digestible insights. Ensures executives can quickly grasp critical information without sifting through dense documentation.

Pilote Sciences des écosystèmes et des océans IA cognitive et générative IA générative (texte, images, code)
113
Improving forecasting for high-priority ports
Research into feasibility of improving accuracy and timeliness of short-term forecasts for coastal regions by combining traditional and AI modelling methods.

Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision Analytique prédictive
112
ECCC exchanges on use of AI for ocean modelling
Exchanges with ECCC on implementation of machine learning methods for operational ocean forecasting, including potential uses for DFO models.

Pilote Sciences des écosystèmes et des océans Infrastructure et habilitation Gouvernance et éthique de l'IA
111
Digital Twins of the Ocean Task Team
National exchanges on topics relating to ocean modelling for development of Digital Twins of the Ocean, including use of AI for modelling and products.

Pilote Sciences des écosystèmes et des océans Infrastructure et habilitation Gouvernance et éthique de l'IA
110
Mercator Collaboration on Digital Twins of the Ocean
Knowledge exchanges with ECCC and Mercator Océan International on use of AI for ocean modelling, in the context of Digital Twins of the Ocean.

Pilote Sciences des écosystèmes et des océans Infrastructure et habilitation Gouvernance et éthique de l'IA
109
Advancing Support Systems to Understand the Ocean using AI
A workshop will be hosted to identify international best practices and key considerations for using AI technologies to understand and predict the ocean.

Pilote Sciences des écosystèmes et des océans Infrastructure et habilitation Gouvernance et éthique de l'IA
108
The development of rapid multiplex qPCR for the detection and quantification of three parasites MSX, SSO, Dermo of oysters (Crassostrea virginica) and MSX single-cell whole genome sequencing using long read sequencing platform’
This 2-year project aims to enhance the disease diagnostic services provided to the shellfish aquaculture industry by improving the methods for detecting economically important Oyster parasites, enhance understanding of Multinucleate Sphere Unknown X (MSX) virulence dynamics, and support the creation of new vaccine in investigating future outbreaks and modeling through machine learning.

Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision
107
AI tools for translations
AI translation tools for all non project-specific communications (e.g., emails, meeting notes, internal taskings). Additional AI tools are needed to translate larger projects, as relying on the Translation Bureau is costly and introduces delays in deliverables.

Pilote Sciences des écosystèmes et des océans Interaction et engagement Traduction et accessibilité
106
Finwave: an online photo-identification database and AI matching tool
This project aims to improve a publicly accessible machine learning platform capable of identifying individual killer whales in real-time from submitted photographs. The ultimate goal is to improve the web-based interface and validate the algorithm used for photo identification against known individuals.

Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur
25
Help DFO employees navigate CDOS structure and services
CDOS is a large and complex organisation. Leverage AI to help DFO user access services, understand organization structure, identify SME. Expose know procedures and documentation through natural language. Using enterprise search, agents and other tools and technologies. Integrate existing tools such as Viva topics that already uses AI to identify expert based on multiple communication channels Right now multiple initiatives goes in this direction, but no unified vision, (pocket of knowledge) Currently not a great user experience, cdos internal staff oriented

Idéation Dirigeant principal du numérique Interaction et engagement IA conversationnelle et assistants virtuels
22
AI Model for Administrative Support
Pilot with select staff using MS Copilot for briefing material preparation, data analysis, writing, and translation. Exploring broader access for process automation. Action plan for this initiative: 1. Governance: Assign project lead, document user access. Regular check-ins with IT and management. 2. Guardrails: Restrict to trained users, apply GC data/privacy standards, conduct ethical reviews and audits. 3. Work pr

Pilote Secteur des programmes IA cognitive et générative IA générative (texte, images, code)
26
Generative AI in intranet Internet content creation
Integrate Generative AI capacity right into Drupal CMS to help users create draft content, ease translation, generate images, tags and metadata. Technologie already exists, need to be security reviewed, integrated and configured. Challenge, web infrastructure team capacity

Idéation Dirigeant principal du numérique IA cognitive et générative IA générative (texte, images, code)
27
Turn on AI Auto labeling on all M365 documents and communications channels
Our E5 M365 licences grant access to AI based tools in Purview to automatically categorized documents and set labels accordingly. Model training would require attention of an Security/IM expert to make perfect. We may want to create specific AI specific labels to avoid conflicts with officials ones.

Idéation Dirigeant principal du numérique Automatisation et aide à la décision Automatisation des processus assistée par IA
28
AI-Enabled Electronic Monitoring (EM) Solutions
The pilot project, in collabration with Fisheries Resources Management, explores the integration of AI-enabled electronic monitoring (EM) solutions to automate the detection and classification of fishing activities using video and sensor data from vessels. This initiative aims to enhance compliance monitoring, reduce manual review time, and support evidence-based fisheries management. Client: Fisheries Resources Management

Pilote Politiques stratégiques Perception et compréhension Fusion de capteurs
29
AI-Enabled Detection of Watercraft for Aquatic Invasive Species Risk Management
This pilot project, in collabration with Aquatic Invasive Species Program, develops an AI-powered system to automatically detect and track watercraft at key entry points to prevent the spread of Aquatic Invasive Species (AIS). By enabling early identification of vessels that may carry invasive organisms, the system supports faster inspections and intervention to protect aquatic ecosystems. Initial exploration using sample data is underway, with the project pending ADM approval for installing cameras and data collection. Client: Aquatic Invasive Species Program

Pilote Politiques stratégiques Perception et compréhension Vision par ordinateur
31
Quality control of oceanographic data - Maritimes Region
The goal of the project is to assist in the processing and quality control of CTD (oceanographic) data by leveraging machine learning models to predict quality flags for the CTD data products generated by Maritimes region, enabling faster data processing by reducing manual burden. Initial explorations have been conducted to investigate transferability of existing quality control models from Pacific region. Based on investigation results, new models will be trained specific to Maritimes region. Client: Maritimes Region - Ocean Data

Pilote Politiques stratégiques Automatisation et aide à la décision Analytique prédictive
32
CTD Anomaly Detection
The goal of this project is to apply machine learning to detect anomalous oceanographic data, highlighting meaningful physical phenomena in the state of the ocean for closer investigation by scientists. A proof of conept model has been developed to demonstrate feasibility. Further validation is required with the client to verify alignment with the needs of scientists. Client: Pacific Region - Ocean Sciences Division

Pilote Politiques stratégiques Perception et compréhension Analytique prédictive
33
Machine-learning-assisted Benthic Marine Life Annotation Tool
The goal of the project is to improve the efficiency of the image annotation process to reduce manual efforts of the benthic science team and reduce time-to-insight from underwater surveys. Further development is prevented by DFO's IT infrastructure. There are ongoing discussions with CDOS to resolved this but the project is on hold in the meantime. Client: Quebec Region/Pacific Region - Oceans and Ecosystem Sciences Division

Idéation En pause Politiques stratégiques Perception et compréhension Vision par ordinateur
34
AI-assisted Marine Mammal Annotation Tool
The goal of the project is to improve the efficiency of the aerial image annotation process to reduce manual efforts of the marine mammal science team and reduce time-to-insight for marine mammal survey flights. This project is currently in progress. Business requirements have been finalized and development has commenced Client: Ecosystems and Oceans Science - Ecosystems Science Directorate

Pilote Politiques stratégiques Perception et compréhension Vision par ordinateur
35
AI-assisted Solution to Detect Ghost Gear from Side Scan Sonar Images
The goal of the project is use AI to automate data analysis in detecting Ghost Gear. Client: Ghost Gear Program

Idéation En pause Politiques stratégiques Perception et compréhension Vision par ordinateur
36
AI-assisted Solution to summarize C&P aerial surveillance videos
A pilot project to explore the use of AI/ML for automating the identification of relevant segments in EM video and imagery, such as human activity or vessel registration numbers (VRNs). This initiative aims to reduce manual review time and enhance the efficiency of information management in support of fisheries oversight.

Pilote Politiques stratégiques Perception et compréhension Vision par ordinateur
37
OCDS AI Portal
The Office of Chief Data Steward (OCDS) currently has in its possession multiple proof-of-concept AI models developed that demonstrates the potential of AI in fisheries and oceans management. Due to a lack of deployment processes, the models currently sits idle in our repository. This initiative aims to develop a portal where the models can be deployed in a proof-of-concept fashion to enhancement DFO's understanding of AI and drive the cultural change needed to promote the adoption of AI at DFO. The portal has been completed and is accessible at: https://ocds-ai-portal.canadacentral.cloudapp.azure.com/ The portal was shared in the DFO kiosk at the 2025 GC data conference for engagement. It has so far welcomed 360 users, received over 2K views an

Pilote Politiques stratégiques Infrastructure et habilitation MLOps et gestion des modèles
41
Cyber Security Operation
Cyber Security Operation Centre has deployed AI/ML in MS Defender (Endpoint Detection and Response (EDR) system), MS Sentinel (Security Incident and Event Management (SIEM) system), Data Lost Prevention (DLP), and Exchange Online Protection (EOP) for real-time threat detection.

Production Dirigeant principal du numérique Automatisation et aide à la décision Analytique prédictive
43
PSPC Concierge
In partnership with CDOS and Pay Programs, we are agreeing to test the PSPC chatbot with 50 users, slated to start in June. This test will determine if a chatbot is a viable solution to answer generic pay quests.

Idéation Ressources humaines et services de gestion Interaction et engagement IA conversationnelle et assistants virtuels
45
MyGCHR – Phoenix analysis tool
Pro B data would be needed, but feed MyGCHR and Phoenix records, but flag those that are incorrect in the hopes of training the AI to recognize future incorrect entries and to help clean up pay files for employees. P&C is in negotiation currently with PSPC to ‘own’ our backlog of Phoenix cases, so this could be a big help.

Idéation Ressources humaines et services de gestion Automatisation et aide à la décision Analytique prédictive