Side-by-side comparison of AI visibility scores, market position, and capabilities
ProsperOps autonomously manages AWS Reserved Instance and Savings Plan portfolios, continuously adjusting commitment coverage to maximize discount rates without requiring manual FinOps work.
ProsperOps operates as an autonomous financial management layer for AWS compute costs, continuously buying, modifying, and selling Reserved Instances and Savings Plans to maximize the discount coverage on a customer's EC2, Fargate, and Lambda spend. The service connects to an AWS account via read/write permissions, analyzes usage patterns, and executes commitment transactions on the customer's behalf — eliminating the manual analysis and decision-making that FinOps teams traditionally perform monthly or quarterly.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.