Registre des initiatives en IA

58 initiative(s) courante(s)

• 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 IA conversationnelle et assistants virtuels

• 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

• 75

  Study on the use of Artificial Neural Networks to Predict the Return Timing and Northern Diversion Rate for Migrating Fraser River Sockeye Salmon

  The Machine Learning feasibility study compliments the statistical approach by asking whether Artificial Intelligence (AI) methods can be developed to predict salmon behaviour as functions of ocean conditions. classical machine learning models, including linear regression, Ridge regression, and Random Forest

  Idéation Sciences des écosystèmes et des océans Automatisation et aide à la décision Analytique prédictive

• 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 Gouvernance et éthique de l'IA

• 231

  Smart Assyst

  Assyst is point of entry to all CDOS service requests and it covers many of the ITIL and ITSM practices which is the foundation of any IT organisation - and it has the potential to support most if not all of the ITIL and ITSM practices. The most recent versions of Assyst now have deeply integrated AI functionalities that are embedded in all parts and stages of the IT support process. It includes: A natively integrated Chat Bot for technicians and clients, AI ticket assignment, integration to MS Teams, recommended solutions, automated FAQ generation, natural language system search, risk prediction, conversational coding for Assyst developers, smart ticket assignment and escalation, summarization of knowledge articles, and more Activating and configuring those AI functionalities would require an investment in the Assyst system in order to make it AI ready. There is currently a lot of waste in the various CDOS ITIL practices due to a lack of investment in our ITSM tools. Modernizing Assyst to make it AI ready and turning on many of the newer AI features would joinlty contribute to reduce much of the waste incurred during the delivery of our CDOS services to the organization. It would also be a strong showcase both for CDOS and our clients of the power of AI integrated to a complete service process instead of the common and simple use case of AI conversational agents that may only produce limited and siloed value.

  Idéation Dirigeant principal du numérique Interaction et engagement IA conversationnelle et assistants virtuels

• 189

  Site Assessments

  Automatically assess presence of eel grass from drone video Solution being developped to assist Fish and Fish Habitat Protection Program in reviewing hundreds of hours of drone footage to detect presence of Eel Grass.

  Idéation En pause Affaires autochtones, aquaculture et gouvernance Perception et compréhension Vision par ordinateur

• 9

  SAP AI Chatbot

  SAP AI Chatbot to reduce support requests that need FMA resources

  Idéation Interaction et engagement IA conversationnelle et assistants virtuels

• 8

  SAP AI Agent

  SAP 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

• 19

  RWS Language Weaver AI-Powered Translation Engine

  The 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

• 177

  Resume Bank Analysis

  Resume bank analysis: summarizing candidates resumes in our digital skills bank to provide consistent summaries (remove biases) and potentially providing side by side comparisons of candidate resumes or searching for skills

  Idéation Politiques stratégiques Automatisation et aide à la décision Gestion des connaissances

• 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 Automatisation des processus assistée par IA

• 178

  Procès-verbaux des décisions des comités de gouvernance relevant du DPD

  Records of Decision for Governance Committees Supporting the Chief Digital Office: Leveraging the transcript function in Microsoft Teams to formalize records of decision and streamline follow-up on action items.

  Idéation Politiques stratégiques Automatisation et aide à la décision IA générative (texte, images, code)

• 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

• 13

  PoC in Power Apps, Power Automate, and SharePoint

  PoC 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

• 54

  PII & Sensitivity Scores​

  Determines the sensitivity of the content of a document based on a trained model and allows for the redaction of the sensitive material in the document. Presidio

  Idéation En pause Secteur des programmes Automatisation et aide à la décision Automatisation des processus assistée par IA

• 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 IA conversationnelle et assistants virtuels

• 71

  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. Large Language Models

  Idéation Sciences des écosystèmes et des océans IA cognitive et générative Gestion des connaissances

• 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

  Idéation Sciences des écosystèmes et des océans IA cognitive et générative Simulation et jumeaux numériques

• 14

  MaPaye HRMS Agent Conversationnel

  HRMS Agent Conversationnel (Mark Jarvis)

  Idéation Ressources humaines et services de gestion Interaction et engagement IA conversationnelle et assistants virtuels

• 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 Analytique prédictive

• 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

• 56

  Method Recommendation Engine​

  A 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

• 201

  Maximize detections with AI of the aquatic autonomous environmental DNA (eDNA) sampler

  This Canadian apparatus provides detections of aquatic species through a standardized and reproducible method. Algorithms of AI analyze data from buoy-mounted sensors to determine optimal sampling windows, such as the presence of toxic phytoplankton bloom, and to perform quality assurance on sampling metadata.

  Idéation Automatisation et aide à la décision Analytique prescriptive

• 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

• 191

  Irish Moss Research

  Automatically and non-invasively detect and assess health of Irish Moss Solution being developed for Science to review hundreds of hours of video for Irish Moss presence and health.

  Idéation En pause Affaires autochtones, aquaculture et gouvernance Perception et compréhension Vision par ordinateur