amnic.com vs. Costory

Amnic is a FinOps operating system designed to provide businesses with comprehensive visibility into their cloud spending through the use of advanced AI agents. This innovative solution enables teams to generate context-aware and role-specific cost insights, effectively bridging the gap between financial, business, and engineering contexts within modern cloud environments. By leveraging Amnic, organizations can foster accountability in cloud cost management, enhance cost allocation practices, and optimize their infrastructure spending.

Dashboards got cheap. Context didn't. Ask Claude "why did our AWS bill go up last week?" without Costory and you get 15 plausible answers. Ask it through Costory's MCP endpoint and you get one: the deploy, the team, the service, the baseline. That is the difference between a pipe to billing data and a context layer. Costory is the operator layer that normalizes spend across AWS, GCP, Azure, Datadog, OpenAI, and Anthropic, allocates it to teams, correlates it with deploys and incidents, and exposes it to your AI assistants and the tools your team already uses.