Conflux’s Post

Is your organization developing for AI, Machine Learning, or data science and struggling with team structure or cognitive load? Successful Machine Learning organizations recognize that engineering excellence forms the foundation of effective Continuous Delivery for Machine Learning (CD4ML). The same organizations also recognize that Team Topologies forms the foundation of engineering excellence. Team Topologies interaction modes gain new significance in ML contexts: • Collaboration is essential during initial ML implementation • X-as-a-Service enables scaling capabilities across organizations • Facilitating supports the adoption of ML best practices Organizations can use Team Topologies to create sustainable, effective ML development capabilities while avoiding cognitive overload. Are your teams evolving in line with the technologies they develop? #CD4ML #AI #GenAI #Technology #AISecurity #Innovation #DigitalTransformation #AIOperatingModels #TechInnovation #Conflux #FastFlow #TeamTopologies