Why scaling AI is an enterprise-grade challenge
Many organizations that have spent years developing artificial intelligence (AI) technologies are facing the stark reality that successfully scaling AI requires more than just deploying AI technology. To fully gain from the technology, aligning AI to business strategies, ensuring cross-functional collaboration, investing in the right talent and training, and applying strong data practices are equally necessary.
In a 2020 McKinsey global survey on AI, a significant year-over-year jump in companies using AI was seen across multiple areas of the business. While most survey respondents said their companies have gained value from AI, some are attaining greater scale, revenue increases, and cost savings than the rest.