Registre des initiatives en IA

198 initiative(s) courante(s)

• 15

  MyGCHR Phoenix analysis

  MYGCHR 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

• 16

  P&C General Chatbot

  P&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

• 17

  Recruitment and staffing tools

  Recruitment 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

• 18

  Classification AI

  Classification 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

• 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

• 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

• 2

  Gestion du changement et AI

  We wish to leverage AI for the change management group. this will leverage copilot for now or more elevated tools, but it will, consolidate the meeting notes, and leverage a sharepoint site to gather related information. we would also like it to be able to review the impact and provide an unofficial assessement We would only need readyness and support to look into it.

  Idéation Dirigeant principal du numérique IA cognitive et générative

• 4

  Database Scripting Automation

  i 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

• 7

  Virtual ITSD agent for clients

  The next phase for ITSD involves deploying a client-facing chatbot. This virtual assistant will allow DFO employees to interact directly with a virtual technician who can guide them to the appropriate IT services on the portal, provide links to FAQs, and offer 24/7 support for simple issues. This will enable our technical staff to focus on more complex tasks that require their expertise.

  Idéation Dirigeant principal du numérique Interaction et engagement

• 258

  Mise en place d’un processus national normalisé de traitement des données de biotélémétrie

  Development of a national biotelemetry platform that standardizes the processing of acoustic animal tracking data. Automated workflows that apply Random Forest and neural network methods to identify movement patterns, mortality events, and other biologically significant behaviours will standardize quality control, improve data interoperability, and provide self-service analytical tools for scientists and managers across multiple departments, supporting faster evidence-based decision making.

  Développement Sciences des écosystèmes et des océans

• 256

  Conception d’expérience utilisateur et flux de travail de création de contenu optimisés par l’IA

  AI-enabled capabilities to help UX and content designers deliver digital work faster and more consistently. This includes supporting early ideas, rapid iteration, drafting and revising content, creating and comparing design options (task flows, wireframes, mockups, interactions, prototypes), and producing documentation needed for handoffs and approvals while still meeting GC standards. We also want employees to build modern, transferable skills.

  Développement Dirigeant principal du numérique

• 250

  Agent Conversationnel du centre de données du MPO

  • Faster access to Data Centre information and processes • Reduced dependency on SMEs and email-based support • Improved staff onboarding and operational efficiency • Supports GoC digital-first and AI-enablement direction

  Développement Politiques stratégiques Interaction et engagement

• 252

  Centre d'IA du MPO

  The DFO AI Hub is a centralized digital platform that demonstrates the application of artificial intelligence technologies to fisheries and oceans research, management, and operations. The platform serves as an educational tool that demonstrates how AI can help addresses business needs for faster, more accurate data analysis, improved decision support, and increased operational efficiency across research, monitoring, and management functions. It enables exploratory use of machine learning, computer vision, and natural language processing to process diverse data sources (e.g., imagery, sensor data, scientific reports), automate routine analytical tasks, and generate actionable insights for policy, compliance, and conservation programs.

  Développement Politiques stratégiques Interaction et engagement

• 249

  Plateforme d'IA

  Build 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

• 247

  NECTR – Solution Power Apps – Intégration d’IA Copilot

  We would like to integrate copilot into power apps to be able to help users find and identify data in the database. This will save time for users looking to identify and extract data from the system. We currently have almost 500 users, so enabling AI for this would save a lot of time for these employees.

  Développement Politiques stratégiques Interaction et engagement

• 245

  Solution de reconnaissance d’objets, de classification, d’étiquetage, d’organisation et de compréhension des modèles (OCTOPUS)

  This initiative leverages AI technologies to build an Object, Classification, Tagging, Organization, and Pattern Understanding Solution (OCTOPUS) to enhance the analysis of video, image, and audio data, improve monitoring capabilities and support decision-making processes at DFO. The MVP will initially focus on video processing capabilities, with planned expansion to image and audio analysis in FY 2026–27. In addition, the initiative will deliver integrated data annotation and model training tools to support continuous improvement and reuse of AI models.

  Développement Dirigeant principal du numérique Perception et compréhension

• 240

  The Current

  Don't let your harvested data get stuck in still water. Navigate new data streams with AI automation, augmentation and information enablement. The Current is a cloud-hosted platform that enables users anywhere in the department to ingest large volumes of structured and unstructured documents, extract data using optical character recognition and large language models, validate and review results through human-in-the-loop workflows, and relate extracted information using shared concepts and standards. The architecture emphasizes asynchronous processing, modular extraction services, strong traceability, and governance-ready design. The platform supports configurable extraction tasks, versioned models and definitions, auditable review processes, and future discovery of related research outputs and datasets across heterogeneous sources. As the initial use-case, the Text Intelligence and Data Extraction (TIDE) Service has been developed for the Salmon Habitat Restoration (SHARE) System. TIDE is a baseline iteration of The Current that fulfills the minimum viable product requirements of SHARE. TIDE focuses on digitizing, extracting, and modeling data from large unstructured text documents. TIDE establishes the baseline architecture and demonstrates a scalable workflow in Production.

  Développement Gestion des pêches Perception et compréhension

• 134

  LLM Document Chatbot​

  Large language model that can help users ask questions to document sets and get answers, summarize key information, and find data with citations and sourcing. ​

  Développement Sciences des écosystèmes et des océans Interaction et engagement

• 165

  AIMMS (Artificial Intelligence for Marine Mammals in Survey imagery)

  The AIMMS project develops a platform to automate and accelerate the interpretation of aerial imagery for marine mammal population assessments. By streamlining annotation and review, and enabling scientists to develop custom machine-learning models without advanced coding skills, the AIMMS workflow significantly reduce processing time, accelerate delivery of science advice, and lower operational costs.

  Développement Gestion des pêches Perception et compréhension

• 55

  Natural Language Process (NLP) Chatbot using retrival-augmented-generation (RAG) on DFO PAC Site

  A chatbot that allows users to search DFO PAC website using natural language and return reponses not only on data it was trained on but also incorporating a retrieval of new information found on DFO website as it is updated Azure OpenAI GPT4o/4o mini Text-Embedding-3-Large Open Web UI Crawl4AI (AI-based webscraper)

  Développement Secteur des programmes Interaction et engagement

• 53

  LLM Document Chatbot​

  Large language model that can help users ask questions to document sets and get answers, summarize key information, and find data with citations and sourcing., including, from documents with multiple templates using prompt engineering approaches Azure OpenAI GPT4o/4o mini

  Développement Secteur des programmes Interaction et engagement

• 20

  IM Chatbot

  Chatbot 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

• 12

  P&C AI Chatbot for Pay

  AI 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

• 6

  ITSD internal chatbot

  ITSD 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

• 248

  Analyse des tracés AIS en mer

  Analyse des tracés AIS en utilisant l'IA: un IA a été créé pour analyser les tracés de bateau et déterminer si des activités de pêche ont lieu. Un pipeline pour les données AIS est en cours de création pour acheminer les données à l'AI. Les coordonnées des ZPM et zones de coraux éponges ont été fournies et si des activités dans ces zones sont détectées, l'info sera fournie à l'équipe de surveillance aérienne et maritime pour suivi 

  Pilote Conservation et protection Automatisation et aide à la décision