AI-Assisted Email Drafting for International Assistance Operations
Inform
What it collects
- PDF documents related to International Assistance programming — policy documents, program guidelines, and related administrative materials ingested for analysis.
- Run by
- Global Affairs Canada (GAC)
- Where
- No fixed location
- Kept
- Not stated by the Helpful Places.
- Shared with
- Accountable organization
- Your copy
- You cannot see the data it holds about you. What you can do
What it is for
This tool helps Global Affairs Canada staff handle inquiries related to international assistance programs by analyzing program documents and suggesting draft email responses. It is used internally by Government of Canada employees and does not process personal information. Users are informed that AI is involved in generating responses.
What it collects and what happens to it
Data taken in
- PDF documents related to International Assistance programming — policy documents, program guidelines, and related administrative materials ingested for analysis.
Processing
- The tool uses natural language analysis and a response recommendation engine to process document content and generate email text. The specific model family or vendor is not disclosed in the register entry.
- Document ingestion and preprocessing pipeline retrieves relevant content from program PDFs to ground generated responses. Likely implements retrieval-augmented generation (RAG) or similar document-grounded search.
What it does
- The system generates draft email responses to inquiries. A human employee reviews and decides whether to send, modify, or discard the suggested response.
- The tool performs natural language analysis on ingested program documents to understand inquiry context and retrieve relevant information before generating a response.
Outputs
- Recommended draft email responses to common inquiries about International Assistance programming, produced for review and use by GC employees.
Run by
- Global Affairs Canada is the federal department that deploys and operates this AI email generation tool to support International Assistance Operations staff.
Built by
- The Government of Canada is listed as the developer of this AI tool, indicating in-house development rather than a commercial vendor.
Kept for
Not stated by the Helpful Places.
Shared with
- Output draft emails and system logs are available to Global Affairs Canada as the deploying organization. The tool is used internally and outputs remain within the department.
- As a member of the public, you do not have access to the draft emails or internal documents processed by this tool. The system is for internal GC employee use only.
Stored
Not stated by the Helpful Places.
How to read the colours
Can it identify you?
- Anonymized data
- Data about people with the link to who is broken. Stripped of identifiers, blurred, aggregated, or noised so this system can’t reasonably tie a record back to an individual.
- Pseudonymous data
- Each person’s data is tied to a token (hash, ID, template) that lets this system recognise the same person across events, but the token itself doesn’t reveal a name. Reidentification is possible with extra information.
- Identifiable data
- The data either contains a direct identifier (name, address, account name, recognisable face or voice, plate number) or carries a token this system uses to look up legal identity during processing.
Who completes the loop?
- Human decides
- This mode suggests; a person decides what to do next. The AI is always advisory — a human is in the loop on every decision. Example: a triage tool ranks cases for a clinician who chooses which to see first.
- Human executes
- This mode decides; a person carries out the result. Example: an optimizer plans the day’s trash-collection routes, and drivers run them.
- Autonomous
- This mode decides and acts on its own. No person reviews each decision or carries out the resulting action.
Definitions from the DTPR standard. Amber is about your data, violet about who decides. The fuller the shape and the deeper the colour, the more identifying the data or the less a person is involved.
- AI registerGovernment of Canada Algorithmic Impact Assessment Register — AI process tool - email generator (2526-GAC-AMC-014)Global Affairs Canada, Government of Canada AI Register, entry 2526-GAC-AMC-014.
- AI registerGovernment of Canada AI Register — entry 2526-GAC-AMC-014
- AI registerGovernment of Canada AI Register — entry 2526-GAC-AMC-014
- Register entryPublished by the Helpful Places. Reference 38e3da8b. This disclosure was drafted with AI assistance.Schema: ai@2026-05-06-beta
What you can do
Ask about this system
Questions go to the Helpful Places, not the vendor.
Your rights
- Right to Be Informed of AI UseAI use is disclosed to users of this tool. GC employees interacting with the system are informed that AI is involved in generating the recommended email responses.
Risks and safeguards
No risks or safeguards have been published for this system yet.