18.5 Enterprise AI Solutions

Enterprise AI solutions are AI systems built to run across a whole organization, not just one team. Beyond accuracy, they must integrate with existing systems (like ERP and CRM), follow governance and compliance rules, manage user roles, and prove a return on investment.

An enterprise AI solution integrated with core systems, roles, and audit controls.

For example, a large Ethiopian bank deploying an AI fraud-detection system must connect it to core banking, restrict who can see flagged accounts, keep an audit trail for regulators, and show that it actually reduces losses. The model is a small part of a much bigger solution.

Scenario

An accurate enterprise AI model is built, but adoption is low after launch. What is the most likely fix?

Check your understanding

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Beyond model accuracy, what must enterprise AI solutions address? (select all that apply)

Select all that apply