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Deep Learning and LLMs: Where They Fit in Scalable AI Deployment Deep learning and LLMs can support powerful enterprise AI capabilities, but scalable AI deployment depends on using them where their complexity is…
Read MoreWhat Is Changing in AI Virtual Assistants for Multi-Step Business Tasks What is changing in AI virtual assistants is not only the quality of language generation. Assistants are increasingly being connected to tools,…
Read MoreMulti-Step Task Execution: How AI Virtual Assistants Are Evolving AI virtual assistants are evolving from information interfaces into systems that can coordinate several actions in sequence. For operations leaders,…
Read MoreAI Virtual Assistant Trends for Multi-Step Task Execution AI virtual assistants are moving from answering questions toward coordinating multi-step task execution across business systems. That shift changes what leaders…
Read MoreEnterprise GenAI Programs: What Business Leaders Need Beyond the Pilot Enterprise GenAI pilots can look convincing because they are narrow, supervised, and protected from much of the variability found in production. A…
Read MoreDesigning GenAI Programs: Advanced Priorities for Business Leaders Designing GenAI programs at enterprise scale requires more than identifying promising use cases. Business leaders must decide where AI should sit in…
Read MoreGenAI Programs for Business Leaders: An Advanced Guide to Governance and Scale GenAI programs often become harder to manage just as they begin to look successful. A few copilots may prove useful, individual teams may…
Read MoreWhere Data and Machine Learning Can Improve Enterprise Search Relevance Enterprise search relevance is often discussed as though it were mainly a ranking problem. In practice, relevance can fail because the right…
Read MoreEnterprise Search With Data and Machine Learning: What to Build First Enterprise search with data and machine learning can become overengineered before the organization has solved the basics. Teams may start with…
Read MoreData and Machine Learning in Enterprise Search: Where Each Adds Value Data and machine learning in enterprise search solve different parts of the same problem. Data determines what can be searched, which source is…
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