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According to Gartner in August 2023, "Generative AI has almost immediately reached the Gartner Hypecycle's Peak of Inflated Expectations" with OpenAI and ChatGPT reaching 100M users within  60 days.  According to Forbes, as of September of that same year, challenges with LLM's were becoming apparent as researchers and developers started to apply the technology to concrete domains and industry Use Cases. 


This signaled descent into Gartner's Trough of Disillusionment.  This is signified by interest waning as experiments and implementations fail to deliver, and producers of the technology shake out.  This is exciting, because rapidly traversing the cycle separates snake oil from true innovation.

Translation - AI is changing the competitive landscape, with startups uniquely positioned to disrupt aging players who have not innovated anything substantial for quite some time in the software development space.  Whether it be ALM stacks, methodology or the thought leadership or lack thereof behind each, AI is set to disrupt the status quo.  At the top of the list of opportunities for delivering better outcomes is advanced analytics.  Both Predictive and Prescriptive Analytics represent a quantum leap beyond what is currently available in the software development tooling landscape today. 

At the heart of the ability to deliver these capabilities is expert system technology.  Associated with this is the underlying kernel model that represents the software delivery ecosystem.  This is now available, provided exclusively by SDE. 


We have pioneered the use of AI to not only predict outcomes, but also provide advice and guidance to teams based on live result data, trigger risk mitigation alerts based on our rule base, and perform deep learning based on symptom root-cause chains.  

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