
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, ๐๐ข๐จ๐ฉ๐ด๐ฉ๐ฆ๐ฏ๐ข๐ด 2023 FC 464,
๐๐ด ๐ต๐ฐ ๐ข๐ณ๐ต๐ช๐ง๐ช๐ค๐ช๐ข๐ญ ๐ช๐ฏ๐ต๐ฆ๐ญ๐ญ๐ช๐จ๐ฆ๐ฏ๐ค๐ฆ, ๐ต๐ฉ๐ฆ ๐๐ฑ๐ฑ๐ญ๐ช๐ค๐ข๐ฏ๐ต ๐ด๐ถ๐ฃ๐ฎ๐ช๐ต๐ด ๐ต๐ฉ๐ฆ ๐๐ฆ๐ค๐ช๐ด๐ช๐ฐ๐ฏ ๐ช๐ด ๐ฃ๐ข๐ด๐ฆ๐ฅ ๐ฐ๐ฏ ๐ข๐ณ๐ต๐ช๐ง๐ช๐ค๐ช๐ข๐ญ ๐ช๐ฏ๐ต๐ฆ๐ญ๐ญ๐ช๐จ๐ฆ๐ฏ๐ค๐ฆ ๐จ๐ฆ๐ฏ๐ฆ๐ณ๐ข๐ต๐ฆ๐ฅ ๐ฃ๐บ ๐๐ช๐ค๐ณ๐ฐ๐ด๐ฐ๐ง๐ต ๐ช๐ฏ ๐ต๐ฉ๐ฆ ๐ง๐ฐ๐ณ๐ฎ ๐ฐ๐ง โ๐๐ฉ๐ช๐ฏ๐ฐ๐ฐ๐ฌโ ๐ด๐ฐ๐ง๐ต๐ธ๐ข๐ณ๐ฆ. ๐๐ฐ๐ธ๐ฆ๐ท๐ฆ๐ณ, ๐ต๐ฉ๐ฆ ๐ฆ๐ท๐ช๐ฅ๐ฆ๐ฏ๐ค๐ฆ ๐ช๐ด ๐ต๐ฉ๐ข๐ต ๐ต๐ฉ๐ฆ ๐๐ฆ๐ค๐ช๐ด๐ช๐ฐ๐ฏ ๐ธ๐ข๐ด ๐ฎ๐ข๐ฅ๐ฆ ๐ฃ๐บ ๐ข ๐๐ช๐ด๐ข ๐๐ง๐ง๐ช๐ค๐ฆ๐ณ ๐ข๐ฏ๐ฅ ๐ฏ๐ฐ๐ต ๐ฃ๐บ ๐ด๐ฐ๐ง๐ต๐ธ๐ข๐ณ๐ฆ. ๐ ๐ข๐จ๐ณ๐ฆ๐ฆ ๐ต๐ฉ๐ฆ ๐๐ฆ๐ค๐ช๐ด๐ช๐ฐ๐ฏ ๐ฉ๐ข๐ฅ ๐ช๐ฏ๐ฑ๐ถ๐ต ๐ข๐ด๐ด๐ฆ๐ฎ๐ฃ๐ญ๐ฆ๐ฅ ๐ฃ๐บ ๐ข๐ณ๐ต๐ช๐ง๐ช๐ค๐ช๐ข๐ญ ๐ช๐ฏ๐ต๐ฆ๐ญ๐ญ๐ช๐จ๐ฆ๐ฏ๐ค๐ฆ, ๐ฃ๐ถ๐ต ๐ช๐ต ๐ด๐ฆ๐ฆ๐ฎ๐ด ๐ต๐ฐ ๐ฎ๐ฆ ๐ต๐ฉ๐ฆ ๐๐ฐ๐ถ๐ณ๐ต ๐ฐ๐ฏ ๐ซ๐ถ๐ฅ๐ช๐ค๐ช๐ข๐ญ ๐ณ๐ฆ๐ท๐ช๐ฆ๐ธ ๐ช๐ด ๐ต๐ฐ ๐ญ๐ฐ๐ฐ๐ฌ ๐ข๐ต ๐ต๐ฉ๐ฆ ๐ณ๐ฆ๐ค๐ฐ๐ณ๐ฅ ๐ข๐ฏ๐ฅ ๐ต๐ฉ๐ฆ ๐๐ฆ๐ค๐ช๐ด๐ช๐ฐ๐ฏ ๐ข๐ฏ๐ฅ ๐ฅ๐ฆ๐ต๐ฆ๐ณ๐ฎ๐ช๐ฏ๐ฆ ๐ช๐ต๐ด ๐ณ๐ฆ๐ข๐ด๐ฐ๐ฏ๐ข๐ฃ๐ญ๐ฆ๐ฏ๐ฆ๐ด๐ด ๐ช๐ฏ ๐ข๐ค๐ค๐ฐ๐ณ๐ฅ๐ข๐ฏ๐ค๐ฆ ๐ธ๐ช๐ต๐ฉ ๐๐ข๐ท๐ช๐ญ๐ฐ๐ท. ๐๐ฉ๐ฆ๐ต๐ฉ๐ฆ๐ณ ๐ข ๐ฅ๐ฆ๐ค๐ช๐ด๐ช๐ฐ๐ฏ ๐ช๐ด ๐ณ๐ฆ๐ข๐ด๐ฐ๐ฏ๐ข๐ฃ๐ญ๐ฆ ๐ฐ๐ณ ๐ถ๐ฏ๐ณ๐ฆ๐ข๐ด๐ฐ๐ฏ๐ข๐ฃ๐ญ๐ฆ ๐ธ๐ช๐ญ๐ญ ๐ฅ๐ฆ๐ต๐ฆ๐ณ๐ฎ๐ช๐ฏ๐ฆ ๐ช๐ง ๐ช๐ต ๐ช๐ด ๐ถ๐ฑ๐ฉ๐ฆ๐ญ๐ฅ ๐ฐ๐ณ ๐ด๐ฆ๐ต ๐ข๐ด๐ช๐ฅ๐ฆ, ๐ธ๐ฉ๐ฆ๐ต๐ฉ๐ฆ๐ณ ๐ฐ๐ณ ๐ฏ๐ฐ๐ต ๐ข๐ณ๐ต๐ช๐ง๐ช๐ค๐ช๐ข๐ญ ๐ช๐ฏ๐ต๐ฆ๐ญ๐ญ๐ช๐จ๐ฆ๐ฏ๐ค๐ฆ ๐ธ๐ข๐ด ๐ถ๐ด๐ฆ๐ฅ. ๐๐ฐ ๐ฉ๐ฐ๐ญ๐ฅ ๐ฐ๐ต๐ฉ๐ฆ๐ณ๐ธ๐ช๐ด๐ฆ ๐ธ๐ฐ๐ถ๐ญ๐ฅ ๐ฆ๐ญ๐ฆ๐ท๐ข๐ต๐ฆ ๐ฑ๐ณ๐ฐ๐ค๐ฆ๐ด๐ด ๐ฐ๐ท๐ฆ๐ณ ๐ด๐ถ๐ฃ๐ด๐ต๐ข๐ฏ๐ค๐ฆ.
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 โGreen Binโ or โStandard 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.
๐๐ผ๐ ๐ฑ๐ผ๐ฒ๐ ๐๐ต๐ฒ ๐๐ฟ๐ถ๐ฎ๐ด๐ฒ ๐๐๐๐๐ฒ๐บ ๐๐ผ๐ฟ๐ธ
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 โevidence-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 โGreen 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.
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