Algomox products enable you to develop your AI application as a cloud-native microservices with high scalability. Also helps you to manage unpredictable utilization and scalability requirements.
AI Operation needs a continuous collection of data from multiple sources and feeds it as a batch or stream mode to the AI pipeline. It is required an effortless way to manage and monitor the data transfer challenges and ensures data security in every step.
It is required to compose and configure pipeline as a workflow based model across a directed acyclic graph (DAG) and deploy it with few clicks. Also helps you to scale out horizontally along with the load.
Over a while, the deployed model will drift its performance. Algomox ModelOps tools help you to monitor, train continuously, and deploy the model to keep it up to date with the data variability and unknown data.