IRCC uses advanced analytics to automate positive eligibility determinations and process applications using an automated triage system. This system ensures applications are distributed between officers based on the characteristics of the application and annotations that are created to summarize basic information on applications.

The input of Chinook or artificial intelligence in rendering visa officer decisions has been determined by the Federal Court not to be a breach of procedural fairness and not relevant to whether the decision is reasonable.

According to the Federal Court, ๐˜๐˜ข๐˜จ๐˜ฉ๐˜ด๐˜ฉ๐˜ฆ๐˜ฏ๐˜ข๐˜ด 2023 FC 464,

๐˜ˆ๐˜ด ๐˜ต๐˜ฐ ๐˜ข๐˜ณ๐˜ต๐˜ช๐˜ง๐˜ช๐˜ค๐˜ช๐˜ข๐˜ญ ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ญ๐˜ญ๐˜ช๐˜จ๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ, ๐˜ต๐˜ฉ๐˜ฆ ๐˜ˆ๐˜ฑ๐˜ฑ๐˜ญ๐˜ช๐˜ค๐˜ข๐˜ฏ๐˜ต ๐˜ด๐˜ถ๐˜ฃ๐˜ฎ๐˜ช๐˜ต๐˜ด ๐˜ต๐˜ฉ๐˜ฆ ๐˜‹๐˜ฆ๐˜ค๐˜ช๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ช๐˜ด ๐˜ฃ๐˜ข๐˜ด๐˜ฆ๐˜ฅ ๐˜ฐ๐˜ฏ ๐˜ข๐˜ณ๐˜ต๐˜ช๐˜ง๐˜ช๐˜ค๐˜ช๐˜ข๐˜ญ ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ญ๐˜ญ๐˜ช๐˜จ๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ ๐˜จ๐˜ฆ๐˜ฏ๐˜ฆ๐˜ณ๐˜ข๐˜ต๐˜ฆ๐˜ฅ ๐˜ฃ๐˜บ ๐˜”๐˜ช๐˜ค๐˜ณ๐˜ฐ๐˜ด๐˜ฐ๐˜ง๐˜ต ๐˜ช๐˜ฏ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ง๐˜ฐ๐˜ณ๐˜ฎ ๐˜ฐ๐˜ง โ€œ๐˜Š๐˜ฉ๐˜ช๐˜ฏ๐˜ฐ๐˜ฐ๐˜ฌโ€ ๐˜ด๐˜ฐ๐˜ง๐˜ต๐˜ธ๐˜ข๐˜ณ๐˜ฆ. ๐˜๐˜ฐ๐˜ธ๐˜ฆ๐˜ท๐˜ฆ๐˜ณ, ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฆ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ ๐˜ช๐˜ด ๐˜ต๐˜ฉ๐˜ข๐˜ต ๐˜ต๐˜ฉ๐˜ฆ ๐˜‹๐˜ฆ๐˜ค๐˜ช๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ธ๐˜ข๐˜ด ๐˜ฎ๐˜ข๐˜ฅ๐˜ฆ ๐˜ฃ๐˜บ ๐˜ข ๐˜๐˜ช๐˜ด๐˜ข ๐˜–๐˜ง๐˜ง๐˜ช๐˜ค๐˜ฆ๐˜ณ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฏ๐˜ฐ๐˜ต ๐˜ฃ๐˜บ ๐˜ด๐˜ฐ๐˜ง๐˜ต๐˜ธ๐˜ข๐˜ณ๐˜ฆ. ๐˜ ๐˜ข๐˜จ๐˜ณ๐˜ฆ๐˜ฆ ๐˜ต๐˜ฉ๐˜ฆ ๐˜‹๐˜ฆ๐˜ค๐˜ช๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ฉ๐˜ข๐˜ฅ ๐˜ช๐˜ฏ๐˜ฑ๐˜ถ๐˜ต ๐˜ข๐˜ด๐˜ด๐˜ฆ๐˜ฎ๐˜ฃ๐˜ญ๐˜ฆ๐˜ฅ ๐˜ฃ๐˜บ ๐˜ข๐˜ณ๐˜ต๐˜ช๐˜ง๐˜ช๐˜ค๐˜ช๐˜ข๐˜ญ ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ญ๐˜ญ๐˜ช๐˜จ๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ, ๐˜ฃ๐˜ถ๐˜ต ๐˜ช๐˜ต ๐˜ด๐˜ฆ๐˜ฆ๐˜ฎ๐˜ด ๐˜ต๐˜ฐ ๐˜ฎ๐˜ฆ ๐˜ต๐˜ฉ๐˜ฆ ๐˜Š๐˜ฐ๐˜ถ๐˜ณ๐˜ต ๐˜ฐ๐˜ฏ ๐˜ซ๐˜ถ๐˜ฅ๐˜ช๐˜ค๐˜ช๐˜ข๐˜ญ ๐˜ณ๐˜ฆ๐˜ท๐˜ช๐˜ฆ๐˜ธ ๐˜ช๐˜ด ๐˜ต๐˜ฐ ๐˜ญ๐˜ฐ๐˜ฐ๐˜ฌ ๐˜ข๐˜ต ๐˜ต๐˜ฉ๐˜ฆ ๐˜ณ๐˜ฆ๐˜ค๐˜ฐ๐˜ณ๐˜ฅ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ต๐˜ฉ๐˜ฆ ๐˜‹๐˜ฆ๐˜ค๐˜ช๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ข๐˜ฏ๐˜ฅ ๐˜ฅ๐˜ฆ๐˜ต๐˜ฆ๐˜ณ๐˜ฎ๐˜ช๐˜ฏ๐˜ฆ ๐˜ช๐˜ต๐˜ด ๐˜ณ๐˜ฆ๐˜ข๐˜ด๐˜ฐ๐˜ฏ๐˜ข๐˜ฃ๐˜ญ๐˜ฆ๐˜ฏ๐˜ฆ๐˜ด๐˜ด ๐˜ช๐˜ฏ ๐˜ข๐˜ค๐˜ค๐˜ฐ๐˜ณ๐˜ฅ๐˜ข๐˜ฏ๐˜ค๐˜ฆ ๐˜ธ๐˜ช๐˜ต๐˜ฉ ๐˜๐˜ข๐˜ท๐˜ช๐˜ญ๐˜ฐ๐˜ท. ๐˜ž๐˜ฉ๐˜ฆ๐˜ต๐˜ฉ๐˜ฆ๐˜ณ ๐˜ข ๐˜ฅ๐˜ฆ๐˜ค๐˜ช๐˜ด๐˜ช๐˜ฐ๐˜ฏ ๐˜ช๐˜ด ๐˜ณ๐˜ฆ๐˜ข๐˜ด๐˜ฐ๐˜ฏ๐˜ข๐˜ฃ๐˜ญ๐˜ฆ ๐˜ฐ๐˜ณ ๐˜ถ๐˜ฏ๐˜ณ๐˜ฆ๐˜ข๐˜ด๐˜ฐ๐˜ฏ๐˜ข๐˜ฃ๐˜ญ๐˜ฆ ๐˜ธ๐˜ช๐˜ญ๐˜ญ ๐˜ฅ๐˜ฆ๐˜ต๐˜ฆ๐˜ณ๐˜ฎ๐˜ช๐˜ฏ๐˜ฆ ๐˜ช๐˜ง ๐˜ช๐˜ต ๐˜ช๐˜ด ๐˜ถ๐˜ฑ๐˜ฉ๐˜ฆ๐˜ญ๐˜ฅ ๐˜ฐ๐˜ณ ๐˜ด๐˜ฆ๐˜ต ๐˜ข๐˜ด๐˜ช๐˜ฅ๐˜ฆ, ๐˜ธ๐˜ฉ๐˜ฆ๐˜ต๐˜ฉ๐˜ฆ๐˜ณ ๐˜ฐ๐˜ณ ๐˜ฏ๐˜ฐ๐˜ต ๐˜ข๐˜ณ๐˜ต๐˜ช๐˜ง๐˜ช๐˜ค๐˜ช๐˜ข๐˜ญ ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ญ๐˜ญ๐˜ช๐˜จ๐˜ฆ๐˜ฏ๐˜ค๐˜ฆ ๐˜ธ๐˜ข๐˜ด ๐˜ถ๐˜ด๐˜ฆ๐˜ฅ. ๐˜›๐˜ฐ ๐˜ฉ๐˜ฐ๐˜ญ๐˜ฅ ๐˜ฐ๐˜ต๐˜ฉ๐˜ฆ๐˜ณ๐˜ธ๐˜ช๐˜ด๐˜ฆ ๐˜ธ๐˜ฐ๐˜ถ๐˜ญ๐˜ฅ ๐˜ฆ๐˜ญ๐˜ฆ๐˜ท๐˜ข๐˜ต๐˜ฆ ๐˜ฑ๐˜ณ๐˜ฐ๐˜ค๐˜ฆ๐˜ด๐˜ด ๐˜ฐ๐˜ท๐˜ฆ๐˜ณ ๐˜ด๐˜ถ๐˜ฃ๐˜ด๐˜ต๐˜ข๐˜ฏ๐˜ค๐˜ฆ.

Canadian immigration officials most of the time processed applications according to the order in which they were received. The use of AI is now determinative of whether permanent immigration applicants may experience a simpler and faster journey. This will boil down to whether applications are sorted initially into a โ€œGreen Binโ€ or โ€œStandard Binโ€ for processing. Complex cases will be presumed to take longer to process, and anyone who has been waiting for years could keep waiting for years, but fresh applicants can advance them.

Being put in this Green Bin against the Standard Bin can mean the difference between years in spousal sponsorship, where processing durations can range up to 24 months. Additionally, it explains why applicants are frustrated and confused by the procedure because they observe that others who submitted before them have received approvals while they have been delayed.

๐—›๐—ผ๐˜„ ๐—ฑ๐—ผ๐—ฒ๐˜€ ๐˜๐—ต๐—ฒ ๐˜๐—ฟ๐—ถ๐—ฎ๐—ด๐—ฒ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ ๐˜„๐—ผ๐—ฟ๐—ธ

The government gave the system its mark of approval in April 2021 for use in handling sponsorship applications for foreign spouses residing in Canada.

According to an internal memo, this is how it functions:

  • The automated method recognizes the low-complexity cases that would have a high probability of being authorized without officer review based on โ€œevidence-based, data-driven rulesโ€ from past applications and decisions;
  • Officers will continue to conduct medical, criminal, and security checks to ensure the sponsored spouse is eligible for admission to Canada once these cases are placed in what is known as the โ€œGreen Bin.โ€
  • The remaining applications are referred to the Standard Bin, where officers evaluate them for eligibility and admissibility per established protocols.

According to the memo, the model was constructed and tested using 40,000 inland spousal applications, which were processed in 2018 and 2019 with the anticipation that 50% of all new applications will be placed in the Green Bin for faster processing.

According to IRCC, the automated approach proved effective and efficient in identifying routine and simple cases for expedited processing. The trial program began in April 2021 and has been permanently utilized to process inland spousal application requests.

The automated system never recommends or refuses an application. Instead, when there is a refusal, the officer decides based on a manual application review.

๐—Ÿ๐—ฎ๐˜„ ๐—ข๐—ณ๐—ณ๐—ถ๐—ฐ๐—ฒ ๐—ผ๐—ณ ๐——๐—ฎ๐˜ƒ๐—ถ๐—ฑ ๐—œ๐—ฏ๐—ฒ๐—ฎ๐˜„๐˜‚๐—ฐ๐—ต๐—ถ is a Toronto based law firm with a trained immigration attorney, excited to take you through the immigration documentation process to ensure it is as seamless as possible. Get it right this time!

David Ibeawuchi

Law Office of Davidย Ibeawuchiย is a Toronto-based law firm with a trained immigration attorney, excited to take you through the immigration documentation process to ensure it is as seamless as possible. Get it right this time!

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Note: The content only provides a general guide to the subject matter. Legal advice should be sought for better guidance, relative to your circumstance.

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