Creating AI value with enterprise context
How establishing a company brain can support more accurate, cost-effective AI and autonomous agents.
TL;DR
- Many organizations use multiple AI platforms but struggle to extract transformative value.
- A significant portion of companies see only moderate or minimal returns from AI deployments.
- Most AI use cases are still in pilot phases or used to assist employees, not automate core processes.
- A lack of business context is identified as a key reason for AI's limited usefulness.
- A 'context layer' is needed to bridge the gap between AI capabilities and business systems, translating intelligence for AI agents.
- Without this context layer, AI operates without a proper understanding of the business, leading to poor outcomes.