Impact Radar for Generative AI
IAC.ai : the Intelligent Automation Company
IAC.ai : Automation & AI Delivered
???????????????????? ?????????????? ?????????????????????? ?????????? ???? ???????????????????????? ?????? ?????? ?????????? ???????? ?????? ?????????????????? ???????????????????? ??????????.
In December 2023, Gartner introduced the "Impact Radar for #GenerativeAI" to assist companies in planning their investments and focusing on the most impactful use cases, which already provide real value to users.
Link to Gartner′s page: https://www.gartner.com/en/articles/understand-and-exploit-gen-ai-with-gartner-s-new-impact-radar?trk=feed_main-feed-card_feed-article-content
Some observations:
?????????????????? ????????????: ?? ????????????-?????????? ??????????
#knowledgegraphs (KGs) are a potent tool for structuring data but face challenges, especially when operating at scale. Companies should consider alternative solutions, such as Neural Databases (Neural DBs), to address these challenges.
?????? ???????????????????? ???? ?????????????? ????????????????????
Investments in Generative AI-powered Virtual Assistants necessitate expertise in multi-stage large Language Model (LLM) Chains and Hallucination Management. Without integrating these technological areas, developing a dependable solution becomes challenging.
?????? ?????????????? ???? ?????????? ?????????? ???? ?????? ??????????
With the rise of Compound AI and LLM Chains, the inclusion of #AIOps tools for managing operations—such as performance, predictability, and security—becomes essential.
领英推荐
?????? ?????????????????? ???? ???????????????? ?????????? ?????? ???????????????????? ??????????????
Workflow Tools and Agents, including multi-agent systems, are closer to the present than one might think, especially the former. The advancement of Large Action Models (LAM) heralds a new era in Business Process Automation. The combination of #APIs, LAMs, and #LLMs will pave the way for a new generation of Robotic Process Automation (RPA) flows.
PS: What technologies on GenAI are you prioritizing in your company?
Content Credit:
I am a Senior, Independent Expert and Advisor with over 17 years of experience in Automation/AI and Business Operations. As part of the IAC group of Thought Leaders and Senior Consultants, I share a common mission to democratize access to top-tier technology knowledge, ensuring that all companies have equal opportunities to excel.
?? Email me today - [email protected]
?? Book a call to chat - https://calendly.com/pedro-g-martins/