AI initiative registry

Every initiative listed in the registry can be consulted here, without an account. Each record shows its progress, its milestones and the history of its decisions. Requests still under triage do not appear: they join the registry once reviewed.

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39 initiative(s)

AI initiative registry
ID	AI Initiative	Current Status	Description	Sector	Region	AI Bucket	SME
219	Fish-Habitat Associations	Idea	Extraction of relevant habitat association info and strengths based on vetted literature input to AI for synthesis. Goal to improve equival...	Ecosystems and Oceans Science	Ontario and Prairie	Cognitive and Generative AI	Klein, David
82	Conservation Benefits	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...	Programs Sector	National Capital Region	Cognitive and Generative AI	Newman, Candace
79	Biological models to support prioritzing salmon stocks under future climates	Idea	This project fits retrospective, life stage-specific models in a data-driven analytical framework to evaluate functional responses to climat...	Ecosystems and Oceans Science	Pacific	Cognitive and Generative AI	Thompson, Patrick
77	Emulator for OPP port models and for relocatable ocean modelling system	Idea	Use machine learning to develop an emulator (or similar) for the OPP port models, which would be used to produce forecasts via inference. Th...	Ecosystems and Oceans Science	Pacific	Cognitive and Generative AI	Dunphy, Michael
71	News topic detection tool	Idea	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...	Ecosystems and Oceans Science	Pacific	Cognitive and Generative AI	Bird, Tom
57	CSAS Knowledge Graph	Idea	Using LLM to extract ontologies and relationships within published CSAS reports into a Graph RAG so that users can visualize and query relat...	Programs Sector	Pacific	Cognitive and Generative AI	Quan, Eric
48	Classification AI	Idea	We are exploring using AI to help with job description writing and editing tasks, and initial tests using copilot have been helpful. It woul...	Human Resources and Corporate Services	National Capital Region	Cognitive and Generative AI	Gardner, Leigh
167	Network model developing and testing with synthetic AI participants.	Idea	Qualitative network models (QNM) can incorporate uncertainty through an ensemble of rights holder and stakeholder inputs. Before, engaging t...	Ecosystems and Oceans Science	National Capital Region	Cognitive and Generative AI	Winegardner, Amanda
26	Generative AI in intranet Internet content creation	Idea	Integrate Generative AI capacity right into Drupal CMS to help users create draft content, ease translation, generate images, tags and metad...	Chief Digital Officer	Quebec	Cognitive and Generative AI	Bussieres, Martin
179	Change Management center of excellence- AI Assistant	Idea	Change Management Centre of Excellence – AI Assistant: Using a Copilot agent as our dedicated assistant to support the sector by providing a...	Strategic Policy	National Capital Region	Cognitive and Generative AI	Kiefl, Richard
18	Classification AI	Idea	Classification AI (Mark Jarvis) to help with the creation of job descriptions/tasks and analyze job descriptions to help with SoMCs	Chief Digital Officer	National Capital Region	Cognitive and Generative AI	Gardner, Leigh
182	Basic Translations & Data Processing	Idea	We have identified several effective use cases: Processing machine readable data into human readable formats, basic translations, and summar...	Programs Sector	National Capital Region	Cognitive and Generative AI	Fenton, AJ
2	Change Management and AI	Idea	We wish to leverage AI for the change management group. this will leverage copilot for now or more elevated toolls, but it will, consolidate...	Chief Digital Officer	National Capital Region	Cognitive and Generative AI	Tsang, Paul
42	Classification engineered prompts	Pilot	Our classification group is testing premade prompts to help with job description writing and analysis. ADDED FROM ID 48: We are exploring...	Human Resources and Corporate Services	National Capital Region	Cognitive and Generative AI	Gardner, Leigh
22	AI Model for Administrative Support	Pilot	Pilot with select staff using MS Copilot for briefing material preparation, data analysis, writing, and translation. Exploring broader acces...	Programs Sector	National Capital Region	Cognitive and Generative AI	Bédard, Mathieu
63	Factoid Finder Tool	Pilot	The Factoid Finder extracts text from machine-readable PDFs to create searchable content libraries. Small Language Models are used to implem...	—	Pacific	Cognitive and Generative AI	Caron, Chantelle
5	ITSD knowledge content improvement	Pilot	The DFO IT Service Desk is leveraging generative AI (usually Copilot) to enhance its knowledge base articles and Assyst FAQs, which is knowl...	Chief Digital Officer	Quebec	Cognitive and Generative AI	Miousse, Gaétan
78	Okanagan sockeye life cycle model	Pilot	Using LLM (ChatGPT) to support the development of a statistical lifecycle model for Okanagan sockeye. LLMs are not developing the models but...	Ecosystems and Oceans Science	Pacific	Cognitive and Generative AI	Thompson, Patrick
229	DFO PB LLM Service	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...	Chief Digital Officer	National Capital Region	Cognitive and Generative AI	Korol, Oksana
80	Various Built-In AI Features (Co-pilot, ChatGPT, etc)	Pilot	Using built-in AI features and functions in regular workflow operations. This includes LLM's such as ChatGPT, Microsoft Copilot, Gemini, and...	Ecosystems and Oceans Science	Pacific	Cognitive and Generative AI	Quan, Eric
1	M365 Copilot Pilot	Pilot	We are running the Copilot Licensed pilot to see the use of Copilot as an elevated assistant. We are looking into how productive it can help...	Chief Digital Officer	National Capital Region	Cognitive and Generative AI	Tremblay, Julien
84	Daily Use	Pilot	Dashboard Development, Used the standalone M365 version of Copilot to assist with coding.	Programs Sector	National Capital Region	Cognitive and Generative AI	Newman, Candace
153	News topic detection tool	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...	Ecosystems and Oceans Science	National Capital Region	Cognitive and Generative AI	Winegardner, Amanda
215	Projet pilote d’utilisation de M365 Copilot, pour le programme de Protection du poisson et de son habitat (PPPH / FFHPP)	Pilot	Utilisation de Microsoft 365 Copilot dans le cadre de la modernisation du PPPH Réflexions sur les possibilités d’optimiser les processus d...	Chief Digital Officer	Quebec	Cognitive and Generative AI	Roy, Vincent
185	Radia AI	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.	Programs Sector	National Capital Region	Cognitive and Generative AI	De Vito, Marianne

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 Ecosystems and Oceans Science Cognitive and Generative AI
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 Programs Sector Cognitive and Generative AI
79
Biological models to support prioritzing salmon stocks under future climates
This project fits retrospective, life stage-specific models in a data-driven analytical framework to evaluate functional responses to climate variables across the salmon life cycle and make projections for how stocks will respond to climate change scenarios. This modelling approach is intended to be sufficiently flexible to incorporate variability in data quality. Large language models are being used to brainstorm modelling approaches and debug code. AI is not being tasked with developing these models. Large Language Models

Idea Ecosystems and Oceans Science Cognitive and Generative AI
77
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. Success with a fixed location would graduate to developing a relocatable emulator TBD; could be U-Net or CNN, or based on GraphCast

Idea Ecosystems and Oceans Science Cognitive and Generative AI
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

Idea Ecosystems and Oceans Science Cognitive and Generative AI
57
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

Idea Programs Sector Cognitive and Generative AI
48
Classification AI
We are exploring using AI to help with job description writing and editing tasks, and initial tests using copilot have been helpful. It would be nice to have a tool that could write and edit job descriptions, help analyse current job descriptions and help with SoMCs, etc… This wouldn’t need protected data for training, but we would need to upload classification documents needed for this type of work.

Idea Human Resources and Corporate Services Cognitive and Generative AI
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 Ecosystems and Oceans Science Cognitive and Generative AI
26
Generative AI in intranet Internet content creation
Integrate Generative AI capacity right into Drupal CMS to help users create draft content, ease translation, generate images, tags and metadata. Technologie already exists, need to be security reviewed, integrated and configured. Challenge, web infrastructure team capacity

Idea Chief Digital Officer Cognitive and Generative AI
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 Strategic Policy Cognitive and Generative AI
18
Classification AI
Classification AI (Mark Jarvis) to help with the creation of job descriptions/tasks and analyze job descriptions to help with SoMCs

Idea Chief Digital Officer Cognitive and Generative AI
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 Programs Sector Cognitive and Generative AI
2
Change Management and AI
We wish to leverage AI for the change management group. this will leverage copilot for now or more elevated toolls, 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.

Idea Chief Digital Officer Cognitive and Generative AI
42
Classification engineered prompts
Our classification group is testing premade prompts to help with job description writing and analysis. ADDED FROM ID 48: We are exploring using AI to help with job description writing and editing tasks, and initial tests using copilot have been helpful. It would be nice to have a tool that could write and edit job descriptions, help analyse current job descriptions and help with SoMCs, etc… This wouldn’t need protected data for training, but we would need to upload classification documents needed for this type of work.

Pilot Human Resources and Corporate Services Cognitive and Generative AI
22
AI Model for Administrative Support
Pilot 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

Pilot Programs Sector Cognitive and Generative AI
63
Factoid Finder Tool
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. Small Language Model and Text Embedder: MS Marco Distilbert Dot-v5 Cross-encoder: MS Marco MiniLM-L6-v2

Pilot Cognitive and Generative AI
5
ITSD knowledge content improvement
The 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.

Pilot Chief Digital Officer Cognitive and Generative AI
78
Okanagan sockeye life cycle model
Using LLM (ChatGPT) to support the development of a statistical lifecycle model for Okanagan sockeye. LLMs are not developing the models but are used to brainstorm modelling approaches, debug code, and confirm that written model descriptions in manuscripts are accurate and clear. AI is not being tasked with developing these models. Large Language Models

Pilot Ecosystems and Oceans Science Cognitive and Generative AI
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 Chief Digital Officer Cognitive and Generative AI
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 Ecosystems and Oceans Science Cognitive and Generative AI
1
M365 Copilot Pilot
We are running the Copilot Licensed pilot to see the use of Copilot as an elevated assistant. We are looking into how productive it can help people perform their work, reduce administratrive tasking We have 300 licenses, but we also have all DFO users available for a smaller version of Copilot that could be leveraged.

Pilot Chief Digital Officer Cognitive and Generative AI
84
Daily Use
Dashboard Development, Used the standalone M365 version of Copilot to assist with coding.

Pilot Programs Sector Cognitive and Generative AI
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 Ecosystems and Oceans Science Cognitive and Generative AI
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 Chief Digital Officer Cognitive and Generative AI
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 Programs Sector Cognitive and Generative AI