The orchestration advantage: why platform architecture determines whether CX AI scales

In this independent report, Opus Research analysts Derek Top, Ian Jacobs, and Amy Stapleton set out what has to be shared for agents, people, and systems to work as a coordinated whole: journey and intent state, identity and consent, policy and guardrails, knowledge governance, and evaluation, testing, and audit. They examine what separates a pilot from a production operating model, how human and AI work should be measured on one scorecard, and why the arrival of customer-owned AI agents makes identity and authorization urgent rather than theoretical. The report closes with a nine-dimension readiness framework. Score your organization from 9 to 27, then use the two weakest dimensions to decide where the next twelve months of investment should go.