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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39 initiative(s)

Registre des initiatives en IA
ID	Initiative en IA	Statut actuel	Description	Secteur	Région	Catégorie d'IA	Expert en la matière
229	DFO PB LLM Service Non traduit	Pilot	Provide an approved DFO internal LLM as a service in a PBMM environment. After our team performed a year-long pilot project providing an unc...	Dirigeant principal du numérique	Région de la capitale nationale	IA cognitive et générative	Korol, Oksana
219	Fish-Habitat Associations Non traduit	Idea	Extraction of relevant habitat association info and strengths based on vetted literature input to AI for synthesis. Goal to improve equival...	Sciences des écosystèmes et des océans	Ontario et Prairies	IA cognitive et générative	Klein, David
215	Projet pilote d’utilisation de M365 Copilot, pour le programme de Protection du poisson et de son habitat (PPPH / FFHPP) Non traduit	Pilot	Utilisation de Microsoft 365 Copilot dans le cadre de la modernisation du PPPH Réflexions sur les possibilités d’optimiser les processus d...	Dirigeant principal du numérique	Québec	IA cognitive et générative	Roy, Vincent
185	Radia AI Non traduit	Pilot	Exploring the capbilities of ISED/CRC's AI Innovation Hub's Radia AI and how it can be leveraged in our directorate's work.	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	De Vito, Marianne
183	General - Office Management Non traduit	Pilot	Draft and Refine Documents: Staff make use of Copilot to generate or refine briefing notes to make these clear and concise. Enhance Collabor...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Fernandes, Ashley
182	Basic Translations & Data Processing Non traduit	Idea	We have identified several effective use cases: Processing machine readable data into human readable formats, basic translations, and summar...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Fenton, AJ
181	Pacific Aquacutlure Regulations (PAR) Gap Analysis Non traduit	Pilot	Copilot is being leveraged to develop engagement tools for a regulatory consultation that are intuitive, builds on best practices and existi...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Andrade, Margaret
180	Pacific Aquaculture Regulations (PAR) Gap Analysis Non traduit	Pilot	Copilot is being leveraged to analyze written submissions and meeting notes from the Transition Plan engagement process to identify key them...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Andrade, Margaret
179	Change Management center of excellence- AI Assistant Non traduit	Idea	Change Management Centre of Excellence – AI Assistant: Using a Copilot agent as our dedicated assistant to support the sector by providing a...	Politiques stratégiques	Région de la capitale nationale	IA cognitive et générative	Kiefl, Richard
170	NFIS Elver Retrieval-Augmented Generation Pilot with CDOS Non traduit	Pilot	CDOS RAG pilot accept NFIS submission of illegal elver sales proposal. AI model would receive content and asked to summarize or visualize in...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Bédard, Mathieu
168	Development of bespoke data-limited tools using AI coding. Non traduit	Pilot	The majority of Canadian fish stocks are data limited thus preventing full analytical stock assessments. Data limited tools are therefore th...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
167	Network model developing and testing with synthetic AI participants. Non traduit	Idea	Qualitative network models (QNM) can incorporate uncertainty through an ensemble of rights holder and stakeholder inputs. Before, engaging t...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
160	Emulator for OPP port models and for relocatable ocean modelling system Non traduit	Pilot	Use machine learning to develop an emulator (or similar) for the OPP port models, which would be used to produce forecasts via inference. Th...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
153	News topic detection tool Non traduit	Pilot	Use large language models and topic clustering to read topics emerging in the news and detect which of those topics is relevant to DFO, as w...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
144	Factoid Finder Tool Non traduit	Pilot	This completed project used the Factoid Finder extracts text from machine-readable PDFs to create searchable content libraries. Small Langua...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
138	CSAS Knowledge Graph Non traduit	Pilot	Using LLM to extract ontologies and relationships within published CSAS reports into a Graph RAG so that users can visualize and query relat...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
123	Fish-Habitat Associations Non traduit	Pilot	Extraction of relevant habitat association info and strengths based on vetted literature input to AI for synthesis. Goal to improve equival...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
115	PublicLens: Science in Plain Language Non traduit	Pilot	Leverages AI to transform highly technical scientific and documents into accessible, plain-language summaries for the Canadian public. Foste...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
114	InsightBridge: Executive CSAS Summaries Non traduit	Pilot	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	Winegardner, Amanda
102	Past, Present and Future Oceanographic Conditions in Canada's MPAs and Marine OECMs (Other Effective area-based Conservation Measures) Non traduit	Pilot	Downscaling climate models using neural networks for conservation areas. Neural networks allow us to represent coarse resolution climate pro...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
101	Creating space-time continuous surface chlorophyll fields for northwest Atlantic using neural network methods Non traduit	Pilot	Neural network methods are applied to fill the space-time gaps in satellite remote sensing data of surface chlorophyll for the Northwest Atl...	Sciences des écosystèmes et des océans	Région de la capitale nationale	IA cognitive et générative	Winegardner, Amanda
85	Daily Use Non traduit	Pilot	Bing CoPilot, ChatGPT-4 Emails, documents, speaking points, ideas	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Newman, Candace
84	Daily Use Non traduit	Pilot	Dashboard Development, Used the standalone M365 version of Copilot to assist with coding.	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Newman, Candace
82	Conservation Benefits Non traduit	Idea	This AI initiative aims to improve access to CSAS documents by developing an AI-powered interface that allows users to quickly search and ex...	Secteur des programmes	Région de la capitale nationale	IA cognitive et générative	Newman, Candace
80	Various Built-In AI Features (Co-pilot, ChatGPT, etc) Non traduit	Pilot	Using built-in AI features and functions in regular workflow operations. This includes LLM's such as ChatGPT, Microsoft Copilot, Gemini, and...	Sciences des écosystèmes et des océans	Pacifique	IA cognitive et générative	Quan, Eric

229
DFO PB LLM Service
Provide an approved DFO internal LLM as a service in a PBMM environment. After our team performed a year-long pilot project providing an unclassified internal GenAI models for 14 teams to develop their custom chatbots, we have collected feedback and identified gaps in the availability of GenAI at DFO. One of the biggest gaps was the need for a secure model to be used with private or classified data. Our cloud platform is certified up to PBMM, so we are working to identify, deploy and approve an internal large language model (LLM), as well as make it available to DFO users through API. IT security team is involved in helping us secure and certify the model for use at DFO.

Pilot Dirigeant principal du numérique IA cognitive et générative
219
Fish-Habitat Associations
Extraction of relevant habitat association info and strengths based on vetted literature input to AI for synthesis. Goal to improve equivalency models used in regulatory decisions. Possible partnership with McMaster University.

Idea Sciences des écosystèmes et des océans IA cognitive et générative
215
Projet pilote d’utilisation de M365 Copilot, pour le programme de Protection du poisson et de son habitat (PPPH / FFHPP)
Utilisation de Microsoft 365 Copilot dans le cadre de la modernisation du PPPH Réflexions sur les possibilités d’optimiser les processus du programme en s’appuyant sur l’utilisation de M365 Copilot.

Pilot Dirigeant principal du numérique IA cognitive et générative
185
Radia AI
Exploring the capbilities of ISED/CRC's AI Innovation Hub's Radia AI and how it can be leveraged in our directorate's work.

Pilot Secteur des programmes IA cognitive et générative
183
General - Office Management
Draft and Refine Documents: Staff make use of Copilot to generate or refine briefing notes to make these clear and concise. Enhance Collaboration and Workflow Efficiency: By offering suggestions for document formatting, language style, and clarifying content, Copilot helps maintain consistency and accuracy across communications and facilitates more effective interdepartmental collaboration. Meeting notes: After a meeting is recorded, Copilot can transcribe audio to produce a relatively accurate record of the discussion, using natural language processing to identify key points, decisions, and follow-up tasks, and organizing these into relatively concise summaries and action item lists. Conduct Research and Summarize Information: It can quickly extract key points from extensive reports, legislation, or guidelines—helping to synthesize complex information into actionable insights. Support Data Analysis and Reporting: Employees use Copilot to structure performance metrics, track progress against key indicators, and generate reports that inform decision-making. **These functionalities save time, improve comprehensiveness, and can help ensure that critical details are captured.**

Pilot Secteur des programmes IA cognitive et générative
182
Basic Translations & Data Processing
We have identified several effective use cases: Processing machine readable data into human readable formats, basic translations, and summarizing large documents and reports into digestible formats. We participated in tests of the DFO Pilot ChatGPT (GPT3) which was available prior to the DFO implementation of MS Copilot. As part of our testing, we identified several effective use cases which apply to both options since they're based on the same under

Idea Secteur des programmes IA cognitive et générative
181
Pacific Aquacutlure Regulations (PAR) Gap Analysis
Copilot is being leveraged to develop engagement tools for a regulatory consultation that are intuitive, builds on best practices and existing requirements, and adopts a tone and approach that is adequate for the general public.

Pilot Secteur des programmes IA cognitive et générative
180
Pacific Aquaculture Regulations (PAR) Gap Analysis
Copilot is being leveraged to analyze written submissions and meeting notes from the Transition Plan engagement process to identify key themes, concerns, and suggestions. It helps summarise large aounts of input that help detect gaps in the feedback - such as missing perspectives, underrepresented topics, or unclear areas - enabling AD to plan more targeted and inclusive future engagement and consultations on the PAR amendments. Copilot also helps to dig into input in a more manageable way.

Pilot Secteur des programmes IA cognitive et générative
179
Change Management center of excellence- AI Assistant
Change Management Centre of Excellence – AI Assistant: Using a Copilot agent as our dedicated assistant to support the sector by providing answers to questions on change management strategies, services, tools and templates.

Idea Politiques stratégiques IA cognitive et générative
170
NFIS Elver Retrieval-Augmented Generation Pilot with CDOS
CDOS RAG pilot accept NFIS submission of illegal elver sales proposal. AI model would receive content and asked to summarize or visualize information based on core concepts to draw inference. Pilot only active for 2 months. Governance: Large project of 40 pilots led by CDOS. Assign project lead; document user access. Regular check-ins with IT and management. Guardrails: Restrict to pilot users; apply GC data/privacy standards; conduct ethical reviews and audits. No interne

Pilot Secteur des programmes IA cognitive et générative
168
Development of bespoke data-limited tools using AI coding.
The majority of Canadian fish stocks are data limited thus preventing full analytical stock assessments. Data limited tools are therefore the only approach. We are engaged in quick Ai development of custom data limited assessment approaches for exploited fish stocks

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
167
Network model developing and testing with synthetic AI participants.
Qualitative network models (QNM) can incorporate uncertainty through an ensemble of rights holder and stakeholder inputs. Before, engaging these communities, QNMs should be tested and this can be done via the development of synthetic AI participants representing viewpoints to engage with potential social uncertainty before actual real world deployment

Idea Sciences des écosystèmes et des océans IA cognitive et générative
160
Emulator for OPP port models and for relocatable ocean modelling system
Use machine learning to develop an emulator (or similar) for the OPP port models, which would be used to produce forecasts via inference. The inference is expected to be both faster and computationally cheaper than existing solutions. The training process would use existing model output from multi-year hindcasts.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
153
News topic detection tool
Use large language models and topic clustering to read topics emerging in the news and detect which of those topics is relevant to DFO, as well as what knowledge DFO has available to address those topics.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
144
Factoid Finder Tool
This completed project used the Factoid Finder extracts text from machine-readable PDFs to create searchable content libraries. Small Language Models are used to implement semantic search techniques, allowing users to search the library for relevant passages within the PDFs.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
138
CSAS Knowledge Graph
Using LLM to extract ontologies and relationships within published CSAS reports into a Graph RAG so that users can visualize and query relationships between researches

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
123
Fish-Habitat Associations
Extraction of relevant habitat association info and strengths based on vetted literature input to AI for synthesis. Goal to improve equivalency models used in regulatory decisions. Possible partnership with McMaster University.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
115
PublicLens: Science in Plain Language
Leverages AI to transform highly technical scientific and documents into accessible, plain-language summaries for the Canadian public. Fosters transparency and builds public trust by making scientific and government information easily understandable. Promotes civic engagement by breaking down barriers between experts and everyday Canadians.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
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.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
102
Past, Present and Future Oceanographic Conditions in Canada's MPAs and Marine OECMs (Other Effective area-based Conservation Measures)
Downscaling climate models using neural networks for conservation areas. Neural networks allow us to represent coarse resolution climate projections at a much higher spatial resolution across six eastern MPAs.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
101
Creating space-time continuous surface chlorophyll fields for northwest Atlantic using neural network methods
Neural network methods are applied to fill the space-time gaps in satellite remote sensing data of surface chlorophyll for the Northwest Atlantic. The generated dataset will be validated and analyzed.

Pilot Sciences des écosystèmes et des océans IA cognitive et générative
85
Daily Use
Bing CoPilot, ChatGPT-4 Emails, documents, speaking points, ideas

Pilot Secteur des programmes IA cognitive et générative
84
Daily Use
Dashboard Development, Used the standalone M365 version of Copilot to assist with coding.

Pilot Secteur des programmes IA cognitive et générative
82
Conservation Benefits
This AI initiative aims to improve access to CSAS documents by developing an AI-powered interface that allows users to quickly search and extract relevant information. With CSAS documents as the backend, the tool will help identify and surface conservation benefit language for faster, more targeted use. IT led by ISED

Idea Secteur des programmes IA cognitive et générative
80
Various Built-In AI Features (Co-pilot, ChatGPT, etc)
Using built-in AI features and functions in regular workflow operations. This includes LLM's such as ChatGPT, Microsoft Copilot, Gemini, and various others that are integrated directly into the applications already currently being used. Large Language Models

Pilot Sciences des écosystèmes et des océans IA cognitive et générative