Registre des initiatives en IA

19 initiative(s) courante(s)

• 230

  Mise en œuvre de la plateforme Copilot Studio

  With 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

• 14

  MaPaye HRMS Agent Conversationnel

  HRMS Agent Conversationnel (Mark Jarvis)

  Idéation Ressources humaines et services de gestion Interaction et engagement

• 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

• 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

• 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

• 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

• 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

• 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

• 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

• 25

  Help DFO employees navigate CDOS structure and services

  CDOS is a large and complex organisation. Leverage AI to help DFO user access services, understand organization structure, identify SME. Expose know procedures and documentation through natural language. Using enterprise search, agents and other tools and technologies. Integrate existing tools such as Viva topics that already uses AI to identify expert based on multiple communication channels Right now multiple initiatives goes in this direction, but no unified vision, (pocket of knowledge) Currently not a great user experience, cdos internal staff oriented

  Idéation Dirigeant principal du numérique Interaction et engagement

• 41

  Cyber Security Operation

  Cyber Security Operation Centre has deployed AI/ML in MS Defender (Endpoint Detection and Response (EDR) system), MS Sentinel (Security Incident and Event Management (SIEM) system), Data Lost Prevention (DLP), and Exchange Online Protection (EOP) for real-time threat detection.

  Production Dirigeant principal du numérique Automatisation et aide à la décision

• 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

• 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

• 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

• 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

  Pilote Sciences des écosystèmes et des océans IA cognitive et générative

• 116

  BinderBot: A Smart Planning Binder

  Employs AI-driven extraction to identify and compile the most relevant data from technical documents for the planning binder. Streamlines the planning binder process by automatically assembling targeted, information ready for executive review. Saves valuable administrative time and ensures that binder materials are both comprehensive and user-friendly.

  Pilote Sciences des écosystèmes et des océans Automatisation et aide à la décision

• 117

  PolyDocs: Format and Translate for CSAS

  A modular, bilingually-optimized (EN/FR) application that automates the formatting, quality assurance, and standardization of complex Word documents to meet Government of Canada publishing requirements. The tool orchestrates a highly configurable, low-code assembly line that handles deep document cleanup (resolving fragmented text, localizing punctuation/number conventions, and rebuilding tables of contents), applies localized terminology glossaries, and reduces file sizes for accessibility.

  Production Sciences des écosystèmes et des océans Automatisation et aide à la décision

• 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

• 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.

  Pilote Dirigeant principal du numérique IA cognitive et générative