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Research:Question-24-AI-Integration-Success-Factors
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=== Technical Infrastructure Impact === Infrastructure readiness significantly affects integration success: '''High-Readiness Infrastructure:''' * Cloud-based development environments * Modern CI/CD pipelines and tooling * Flexible development workflow configurations * Strong security and compliance frameworks '''Medium-Readiness Infrastructure:''' * Hybrid cloud-local development environments * Standard CI/CD capabilities with some legacy components * Established but adaptable development processes * Basic security frameworks requiring enhancement '''Low-Readiness Infrastructure:''' * Primarily local development environments * Manual or limited CI/CD capabilities * Rigid development processes resistant to change * Significant security and compliance constraints
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