Top Cloud Infrastructure Startups in 2024

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Commune AI is a novel ML platform dedicated to making native Python constructs easily servable as Modules on a shared Commune Network. Today, ML infra is at an arm's length away from the developer, lacking basic lineage and visibility into production deployments. We aim to bridge that gap by fostering an obsessive culture of collaboration that prioritizes serving models in a shared space that offers one-liner deployments, rich version history, a shared accounting, and easy API endpoints to serve your models. Simply put, we offer the easiest platform to productionize and manage all your ML model deployments on your infra. Quickly deploy into K8s, EC2, Lambdas, Nomad, Linux boxes. Supercharge your infra by running on the Commune! Website: commune-t.pages.dev

Fovus is an AI-powered serverless HPC platform that simplifies and optimizes cloud HPC for enterprises. It provides intelligent, scalable, affordable supercomputing power at your fingertips to accelerate scientific discoveries and engineering breakthroughs, helping you achieve more with less.

AlertMend is a cutting-edge SaaS platform designed to streamline and automate incident management for companies running Kubernetes-based environments. As cloud-native infrastructure becomes more complex, the need for efficient and reliable platform operations has never been greater. AlertMend addresses these challenges by offering a comprehensive solution that integrates seamlessly with existing alerting systems like Prometheus, Alertmanager, Grafana, and others, to quickly diagnose and resolve infrastructure issues. At the core of AlertMend is a powerful Remediation Flow (RF) engine that enables teams to automate diagnostic and recovery actions for a variety of Kubernetes-related issues. Whether it’s a persistent volume claim (PVC) that needs resizing or pods stuck in Pending or ImagePullBackOff states, AlertMend automates the retrieval of crucial data, provides recommended fixes, and can execute remediation actions based on manual approvals through platforms like Slack or MS Teams. AlertMend is designed to reduce the manual overhead involved in Site Reliability Engineering (SRE) and platform troubleshooting by offering automation solutions that are customizable and scalable. Through its AI-driven insights, AlertMend helps teams rapidly define flows, manage Kubernetes infrastructure across multiple cloud platforms (AWS, GCP, Azure), and gain deeper visibility into their systems' root causes of failure. Built with flexibility in mind, AlertMend supports GitOps for easy flow management and integrates with critical tools in an SRE’s workflow, including incident management systems like PagerDuty, ServiceNow, and collaboration tools like Jira. With detailed Root Cause Analysis (RCA) features, AlertMend helps organizations not only respond to issues but also learn from them, building more resilient systems in the long run. AlertMend serves organizations that rely heavily on Kubernetes, including SaaS, FinTech, e-commerce, data analytics, and healthcare companies, wit