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.
Infrastructure et habilitation
Les systèmes et services de soutien qui rendent l'IA possible et déployable à grande échelle.
Qu'est-ce que « Infrastructure et habilitation » ?
Cette catégorie regroupe les outils, pratiques et systèmes de base qui soutiennent le développement, le déploiement et la mise à l'échelle de l'IA dans une organisation. Ce ne sont pas des cas d'usage en soi : ce sont eux qui permettent aux cas d'usage d'exister de façon sûre, éthique et efficace, et qui les encadrent.
| Sous-catégorie | Description | Exemples |
|---|---|---|
| Ingénierie des données et chaînes de traitement | Collecter, nettoyer et organiser les données | Ingestion automatisée depuis des capteurs océaniques |
| MLOps et gestion des modèles | Déployer et surveiller des modèles en production | Réentraînement des modèles, suivi de la performance |
| Gouvernance et éthique de l'IA | Assurer un usage responsable de l'IA | Audit des biais, contrôles de confidentialité, outils d'explicabilité |
- Indicateur déterminant
- Si le travail soutient l'adoption, la mise à l'échelle ou la fiabilité de l'IA — plutôt que de livrer directement une fonction d'IA — il relève d'ici.
- Portée
- Chaînes de traitement, plateformes, gouvernance, conformité, mise à l'échelle et gestion du cycle de vie.
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12 initiative(s) courante(s)
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230
Mise en œuvre de la plateforme Copilot StudioWith the growing interest from CDOS and the rest of the department on custom AI Chat Bots and Citizen Development, there is an opportunity to increase IT enablement through the use of low code solutions. Since the department has already invested indirectly in the Power Platform, it makes sense to extend that investment into the proper implementation of Microsoft Copilot Studio which is another tool from the Power Platform rapid development platform.
Idéation Dirigeant principal du numérique Infrastructure et habilitation
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225
Innovation en matière de données – Initiative relative à la stratégie sur le saumon du PacifiqueDiscover innovative data and artificial intelligence (A.I) projects addressing complex salmon data challenges made possible through strategic investments from the Pacific Salmon Strategy Initiative (PSSI). PSSI initiatives harness the power of advanced data and A.I. technologies like machine learning, computer vision, and natural language processing to revolutionize how to support salmon conservation and rebuilding efforts in the modern data and digital era. By integrating advanced data and A.I. technologies with program activities such as habitat restoration, ecosystem planning, sustainable fishery management practices, and collaborative efforts in Science, the PSSI leverages modern tools to enhance planning and data-driven decision-making. Together, these data and A.I. efforts create high quality and more accessible data and enable better insights and actions to protect and restore Pacific salmon and its ecosystems.
Idéation Infrastructure et habilitation
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73
Statistical Downscaling for the Ocean Working Group (SD-Ocean)The Canada-wide working group is open to researchers and practitioners in academia, government, and the non-profit sector. The WG will foster growth of a transdisciplenary research cluster at the forefront of the rapidly-developing field by sharing tools, devloping a network of practitioners, and working through specific examples (hackathons). The recent rapid growth in Artificial Intelligence (AI) provides a set of Machine Learning (ML) tools for statistical downscaling
Idéation Sciences des écosystèmes et des océans Infrastructure et habilitation
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249
Plateforme d'IABuild a secure, scalable AI platform that extends the Enterprise Data Hub (EDH) and enables DFO teams to develop, deploy and govern AI solutions that will accelerate insights, support scientific discovery and uphold the highest standards of data quality, security, and ethical use.
Développement Dirigeant principal du numérique Infrastructure et habilitation
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227
Github CopilotGitHub Copilot is being piloted at DFO aimed at enhancing developer productivity and exploring the operational value of AI-assisted coding. Stats: (90-day period) - 27,584 lines of code were accepted - 17,801 prompts were accepted - Potential savings of $144K ($50/hour developer) based on 40 developers
Pilote Dirigeant principal du numérique Infrastructure et habilitation
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226
DFO AI - PipelineDFO Pipeline Analyzer is a private Azure DevOps extension designed to assist development teams in diagnosing and resolving pipeline failures using AI. When a pipeline run fails, this task automatically triggers, extracts the provided error details, and queries a secure AI API to generate a human-readable explanation of the failure along with actionable troubleshooting steps. It will assist developers to make appropriate steps in right direction as they are getting suggestion with-in pipeline logs. Suggestion also provide corrected version of pipeline Key features: Runs only on pipeline failure (condition: failed()) Fully agent-agnostic: Works on self-hosted and Azure-hosted agents, across Windows, Linux, and macOS Provides clear error analysis and resolution guidance directly in pipeline logs Keeps your data secure by using your own OpenAI or other AI API key Fully private and scoped to your Azure DevOps organization We have working prototype of DFO-AI pipeline Analyzer by communicating with OpenAI securely. In next steps we are also exploring to integrate with our self-hosted AI Models (open-source via Ollama), currently in discussion
Pilote Dirigeant principal du numérique Infrastructure et habilitation
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155
A VPN-accessible data science environmentSet up a CDOS-managed Linux desktop to allow a safe and powerful data science environment where Scientists can sagely test data science tools on Protected B data prior to securing larger investment or engagement from CDOS, or without the need to deploy expensive cloud tools.
Pilote Sciences des écosystèmes et des océans Infrastructure et habilitation
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112
ECCC exchanges on use of AI for ocean modellingExchanges 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
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111
Digital Twins of the Ocean Task TeamNational 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
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110
Mercator Collaboration on Digital Twins of the OceanKnowledge 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
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109
Advancing Support Systems to Understand the Ocean using AIA 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
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37
OCDS AI PortalThe 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