Assign common AI workflow responsibilities to business, technical, risk, and user roles.
Assign each AI workflow responsibility to the role that should primarily own it. Business process owner Technical platform owner Risk and compliance owner People manager Define the business job and success metric for the AI workflow Approve the final output standard for customer-facing generated content Configure tool access, authentication, logging, and retention settings Monitor system availability and integration failures after launch Set restricted-use rules for legal, HR, privacy, or regulated outputs Define escalation thresholds when generated outputs affect high-risk decisions Coach team members on the new workflow and review habits Reinforce the behavior by recognizing cited, reviewed, and useful AI-assisted…
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