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)
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19
RWS Language Weaver AI-Powered Translation EngineThe concept behind this idea is to significantly decrease the costs of translations while significantly improving the turnaround time of translations. A proven Large Language Model engine, used already by the Translation Bureau, would be used to use internal Machine Learning capabilities to learn the lexicon of DFO. The initiative could be considered for on-prem or in-cloud solutions. The data and information would be geo-fenced to within Canada. The option to procure the solution (in either format) is available on a Government of Canada standing offer through an S
Idéation Interaction et engagement Traduction et accessibilité
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13
PoC in Power Apps, Power Automate, and SharePointPoC in Power Apps, Power Automate, and SharePoint (Mark Jarvis) to have an efficient helpdesk; AI to review questions and predict templates and carry out actions (e.g., reset accounts, forward others to MyPay etc.)
Idéation Automatisation et aide à la décision Automatisation des processus assistée par IA
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12
P&C AI Chatbot for PayAI Chatbot for Pay to assist with pay questions and errors in LoO (PSPC led) DFO Pilot with PSPC Concierge Chatbot for HR & pay information Provides personalized HR and pay guidance when visiting MyGCPay Concierge provides answers and sources for general questions
Développement Interaction et engagement IA conversationnelle et assistants virtuels
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11
Procurement ChatbotThe purpose of the Procurement Chatbot is to provide timely, accurate, and consistent information to users regarding procurement practices and procedures. This initiative aims to improve client experience, streamline communication, and reduce the manual workload currently required by Procurement staff responding to frequent and repetitive queries.
Production Interaction et engagement IA conversationnelle et assistants virtuels
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9
SAP AI ChatbotSAP AI Chatbot to reduce support requests that need FMA resources
Idéation Interaction et engagement IA conversationnelle et assistants virtuels
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3
Labels PilotWe are looking into using Labels back end for smart labels as well as a free copilot agent for the departement to use in order to validate a user's classification. if we could fund the "query" fund for the user community we could point the Free agent to consume DFO specific Information on Information Classification. as for the other option we will need to ensure we have items to feed the machine learning.
Pilote Dirigeant principal du numérique Automatisation et aide à la décision Automatisation des processus assistée par IA
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4
Database Scripting Automationi would like to be able to review the scripts the DBAs run to ensure that we can automate and reduce the administrative workload. if possible we would then be able to provide more opporutnities for the group to do more architecturing then Administrative updates. haven'T delved this through, but i think it would be high value.
Idéation Dirigeant principal du numérique Automatisation et aide à la décision Automatisation des processus assistée par IA
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5
ITSD knowledge content improvementThe DFO IT Service Desk is leveraging generative AI (usually Copilot) to enhance its knowledge base articles and Assyst FAQs, which is knowledge intended for clients. This includes creating new knowledge articles, validating and improving existing content, translating materials, and tailoring messaging to different audiences.
Pilote Dirigeant principal du numérique IA cognitive et générative IA générative (texte, images, code)
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6
ITSD internal chatbotITSD is currently implementing a simple chatbot leveraging Copilot, to streamline access to its knowledge base for our agents. This initiative aims to further improve the speed and quality of service provided by our technicians by enabling them to quickly locate the information they need to provide support and service to clients.
Développement Dirigeant principal du numérique Interaction et engagement IA conversationnelle et assistants virtuels
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56
Method Recommendation EngineA large language model reviews a scientist’s objective for collecting data in the field and based on the criteria, the model will provide the best procedure to use for their work
Idéation Secteur des programmes Automatisation et aide à la décision Analytique prescriptive
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8
SAP AI AgentSAP AI Agent to validate financial transaction coding with invoices
Idéation Dirigeant principal du numérique Automatisation et aide à la décision Automatisation des processus assistée par IA
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10
AI Agent for EGCSAI Agent for EGCS to evaluate Gs&Cs applications from external applicants (not until 2026-27)
Idéation Dirigeant principal du numérique Automatisation et aide à la décision Automatisation des processus assistée par IA
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15
MyGCHR Phoenix analysisMYGCHR Phoenix analysis tool (Mark Jarvis) to flag incorrect records and recognize future incorrect entries to help cleanup pay files
Idéation Dirigeant principal du numérique Automatisation et aide à la décision Analytique prédictive
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16
P&C General ChatbotP&C General Chatbot (Mark Jarvis) to guide employees to P&C services instead of using the intranet
Idéation Dirigeant principal du numérique Interaction et engagement IA conversationnelle et assistants virtuels
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17
Recruitment and staffing toolsRecruitment and staffing tools (Mark Jarvis) (existing agents created by Microsoft to be explored further)
Idéation Dirigeant principal du numérique Automatisation et aide à la décision Automatisation des processus assistée par IA
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18
Classification AIClassification AI (Mark Jarvis) to help with the creation of job descriptions/tasks and analyze job descriptions to help with SoMCs
Idéation Dirigeant principal du numérique IA cognitive et générative IA générative (texte, images, code)
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20
IM ChatbotChatbot to answer Information Management related questions, based on information available on the IM intranet site. This is a work in progress.
Développement Dirigeant principal du numérique Interaction et engagement IA conversationnelle et assistants virtuels
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22
AI Model for Administrative SupportPilot 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)
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23
Video Summarization for Aerial SurveillanceAI pilot under development to automatically detect and flag relevant events (e.g., human/vessel activity) in surveillance video for information management. Action plan for this initiative: 1. Governance: Oversight by a multidisciplinary group, routine updates and risk assessments to DM. 2. Guardrails: Pilot with departmental data only, audit outputs for accuracy and bias. 3. Work processes: Deliver targette
Pilote Secteur des programmes Perception et compréhension Vision par ordinateur
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24
Automated Identification of Vessel Fishing ActivityPiloting use of vessel AIS data with AI to predict probable fishing activity and provide near real time alerts to officers, aiming to boost compliance coverage and response. Action plan for this initiative: 1. Governance: Supervised under compliance analytics team, reporting to C & P management. 2. Guardrails: Apply strict controls (no personal data), validate accuracy in live pilots, monitoring for unintended use.
Pilote Secteur des programmes Automatisation et aide à la décision Analytique prédictive
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94
DFO Bot, deep learning application to analyse otolith images available in DFO DotsDevelopment of a neural network trained using otolith images, expert-derived age estimates, otolith annotations and annuli to obtain age estimates from otoliths.
Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur
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81
Topaz AI SoftwareEnhance underwater video from ROV and tow camera deployments in the offshore region and elsewhere. The deployment of these platforms is incredibly time- and resource-consuming, making the optimization of available video an important part of getting the most from this imagery. In addition there are camera limitations from the available DFO survey tools and framegrabs from video will be used as a major product from surveys, making enhancement to high quality images crucial. Topaz Video AI and Topaz Photo AI
Pilote Sciences des écosystèmes et des océans Perception et compréhension Vision par ordinateur
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83
Daily UseMapping, The AI Assist function in FME has been used to support code development for data processing while integrating and manipulating data in workbenches.
Pilote Secteur des programmes Automatisation et aide à la décision IA générative (texte, images, code)
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57
CSAS Knowledge GraphUsing LLM to extract ontologies and relationships within published CSAS reports into a Graph RAG so that users can visualize and query relationships between researches
Idéation Secteur des programmes IA cognitive et générative Gestion des connaissances
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85
Daily UseBing CoPilot, ChatGPT-4 Emails, documents, speaking points, ideas
Pilote Secteur des programmes IA cognitive et générative IA générative (texte, images, code)