Vantage Reviews

Cycloid is the leading unified Internal Developer Portal and Platform, built with a GitOps first approach. With our Portal and Platform, you don’t need to start from scratch to get a fully customized solution. We optimize the developer experience and operational efficiency by accelerating the delivery of a developer portal and platform, alleviating the cognitive load on IT teams and advocating for FinOps & Green IT practices. Platform teams design, build and run the platform, enabling end-users to visualize, deploy, manage projects, and interact with cutting-edge DevOps and Cloud automation regardless of skill level, while keeping best practices in place. It can be consumed through the console, in CLI or in API, and is available as SaaS or self-hosted. We are the editor of OSS projects TerraCognita: reverse Terraform; InfraMap: infra diagram; and Terracost: cost estimation. We work with global organizations, US and European public institutions and 6 of the top 10 SI service providers.

FinOpsly is an AI-native control plane for managing Cloud, Data, and AI spend at enterprise scale. Built for organizations operating across multiple clouds and data platforms, FinOpsly shifts FinOps from passive reporting to active, governed execution. The platform connects cost, usage, and business context into a unified operating model—allowing teams to anticipate spend, enforce guardrails, and take automated action with confidence. FinOpsly brings together infrastructure (AWS, Azure, GCP), data platforms (Snowflake, Databricks, BigQuery), and AI workloads into a single decision and execution layer. With explainable AI agents operating under policy-based controls, teams can safely automate optimization, trace cost drivers to real workloads, and stop budget drift before it becomes a problem. Key capabilities include: Business-aware cost attribution across products, teams, and services Predictive insight into cost drivers with clear, explainable reasoning Policy-controlled automation to optimize spend without disrupting performance Early detection and prevention of overruns, inefficiencies, and financial drift FinOpsly enables engineering, finance, and platform teams to operate from the same source of truth—turning cloud and data spend into a controllable, measurable part of the business.