target audience: TECH BUYER Publication date: Oct 2020 - Document type: IDC PeerScape - Doc Document number: # US46891420
IDC PeerScape: Artificial Intelligence Practices to Create Business and Strategic Value
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Abstract
This IDC PeerScape provides insights into three very different organizations that are generating real business and strategic value with AI. These insights come from three different interdisciplinary perspectives: the business and science experts who drive the AI models, the CIO who integrates the AI solutions with the business strategy, and the CIO and the IT management team that together must step up from their traditional roles to deliver AI solutions. Best practices revolve around developing critical AI capabilities as follows:
- Bring management on board to support a long-term AI road map for business and strategic value.
- Build the first mile — a strategic reservoir of competitive data.
- Find the middle road — technology and expertise to efficiently apply AI technologies to data.
- Cultivate the last mile — domain knowledge and a superior pool of knowledge experts/data scientists.