Signal49 Research has developed the Automation Vulnerability Index (AVI) to track occupational vulnerability and workforce resiliency. Its aim is to help policy-makers better prepare for the technological changes that are imminent.
Preparing Canada’s Economies for Automation

Preparing Canada’s Economies for Automation
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Regional economies will likely face many vulnerabilities as companies and industries adopt new automation-enabling technologies. Knowing the type and amount of employment at risk of automation – and the economic cost associated with potential transitions to less vulnerable occupations – could help policy-makers better prepare for the technological change. For this purpose, Signal49 Research developed the Automation Vulnerability Index (AVI) to track occupational vulnerability and workforce resiliency. This issue briefing presents vital AVI findings, such as:
- Automation will likely affect regions with manufacturing legacies and tourism-based economies the most.
- Atlantic Canada’s workforce is the most vulnerable to automation due to its demographics and occupational composition.
- Policy-makers must adapt their policy approaches to the causes of vulnerability in their region.
Effective January 26, 2026, AERIC Inc./Signal49 Research discontinued use of ‘The Conference Board of Canada’ name, logo and branding, which had been used by AERIC Inc./Signal49 Research under license from The Conference Board, Inc. The Conference Board, Inc. and its licensees, which are not affiliated with Signal49 Research, own all right, title and interest in THE CONFERENCE BOARD name and trademarks in Canada and have the exclusive right to their use in Canada since January 26, 2026.
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