If you're looking for a service to keep a constant eye on your cloud expenses and try to optimize them with AI, nOps is a good option. It's an automated FinOps platform that can cut AWS expenses by up to 50%. With tools like Compute Copilot, Commitment Manager and Cloud Optimization Essentials, nOps can learn how you use resources and optimize them accordingly. It supports all AWS marketplace partners and can automatically integrate managed AWS resources. It's geared for companies that don't have good visibility into cloud costs and that are plagued with over-provisioning.
Another good option is Antimetal, which offers automated cost optimization and visibility for AWS infrastructure. Antimetal includes AI-driven cost optimization, commitment recommendations, budgeting, financial reporting and detailed spend analysis. It also offers anomaly detection and 24/7 DevOps support, so it's a good tool for managing cloud costs and finding potential savings.
For startups and small businesses, Pump offers an AI-powered platform that automates cloud cost savings through group buying and shared savings plans. By pooling collective AWS spend, Pump lets companies take advantage of reserved instance pricing and savings plans without long-term commitments. The service is free to use, with revenue generated by a fraction of the volume discounts it negotiates, so it's a good option for significant cost savings.