AI-Assisted Application Summary for Work Permit Officers

Employment & Work

What it collects

Operational data

Anonymized data

Employer and application records from LMIA (Labour Market Impact Assessment system), ICMS (Immigration Case Management System), and TAMS (Temporary Foreign Worker Application Management System), including business number, employer address, wage offered, and compliance history.

Government of Canada AI Register — LMIA Summary of Information

Run by: Employment and Social Development Canada (ESDC)
Where: No fixed location
Kept: Not stated by the Helpful Places.
Shared with: Accountable organization

What it is for

Employment & Work

This AI system compiles information from multiple internal government databases into a concise summary report to help Employment and Social Development Canada officers review Temporary Foreign Worker Program applications. It aggregates employer data such as business number, address, wages offered, and compliance history. Officers use the report as a starting point but must independently review all relevant information before making any final decision. The AI's involvement is disclosed to the officers who use it.

What it collects and what happens to it

Data taken in

Operational data

Anonymized data

Employer and application records from LMIA (Labour Market Impact Assessment system), ICMS (Immigration Case Management System), and TAMS (Temporary Foreign Worker Application Management System), including business number, employer address, wage offered, and compliance history.

Government of Canada AI Register — LMIA Summary of Information

Processing

Language Models

Natural Language Processing and generative AI are applied to synthesize structured database records into human-readable summary reports for officer review.

Government of Canada AI Register — LMIA Summary of Information

What it does

Creating (Generative AI)

Human decides

Generates a concise natural-language summary report from structured data held across multiple internal government systems. Officers read the report but must make all decisions independently.

Government of Canada AI Register — LMIA Summary of Information

Understanding (Semantic AI)

Human decides

Applies Natural Language Processing to extract, relate, and present information from disparate internal sources into a coherent, human-readable summary.

Government of Canada AI Register — LMIA Summary of Information

Outputs

Generated content

Anonymized data

A concise AI-generated summary report highlighting the Business Number, employer address, wages offered, and compliance issues or allegations relevant to each LMIA application. Delivered to processing officers as a decision-support document, not a binding determination.

Government of Canada AI Register — LMIA Summary of Information

Run by

Employment and Social Development Canada (ESDC)

ESDC is the federal department that operates the Temporary Foreign Worker Program and deploys this AI system to assist processing officers in reviewing LMIA applications.

Government of Canada AI Register — LMIA Summary of Information

Built by

Government of Canada

The system was developed internally by the Government of Canada, with no external vendor identified in the register entry.

Government of Canada AI Register — LMIA Summary of Information

Kept for

Not stated by the Helpful Places.

Shared with

Available to the accountable organization

The AI-generated summary reports are accessible only to GC employees (processing officers) within Employment and Social Development Canada.

Government of Canada AI Register — LMIA Summary of Information

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.

What you can do

Ask about this system

Questions go to the Helpful Places, not the vendor.

Your rights

Right to a Human ReviewOfficers are required to examine all relevant information independently before making a decision. The AI report does not replace human judgment — processing officers conduct their own review of all internal sources prior to any determination on an LMIA application.
Right to Algorithmic TransparencyThe use of AI in producing this summary is disclosed to the processing officers (GC employees) who use it. The system aggregates data from LMIA, ICMS, and TAMS to generate a report using generative AI and NLP.

Risks and safeguards

Reputational harmThe AI-generated summary may surface compliance allegations or flags that, if inaccurate or incomplete, could unfairly influence an officer's perception of an employer's application.Safeguard: Officers are explicitly required to review all original source data independently and are not permitted to rely solely on the AI summary when making decisions.