Product & Accelerator

Cloud Management Platform

Reply Cloud Management Platform (CMP) is a SaaS platform that provides cloud and finance teams with a single point of reference to discover, govern, automate, and optimize infrastructure across Azure, AWS, and GCP, powered by an artificial intelligence layer that continuously operates in the background.

A single multi-cloud platform: from visibility to action

Modern cloud infrastructures are complex and fragmented across multiple providers, with limited cost transparency and manual governance.
Reply CMP brings everything together into a single operational lifecycle — from discovery and governance to analysis, optimization, and automation — providing cloud engineers, FinOps analysts, and executives with clear and targeted data visibility, delivered in the most appropriate format and without the need to build custom tools.

Podcast

In an increasingly complex and multicloud landscape, the Cloud Management Platform (CMP) have become essential for maintaining centralized visibility and control.

In this episode of the Cluster Reply podcast, we explain how to tackle three key challenges in cloud management: FinOps to optimize costs, automation to reduce errors and repetitive tasks, and artificial intelligence to enable proactive analysis.

Listen now!

Why choose Reply CMP?

Full Multi-Cloud Visibility

Reply CMP automatically discovers all resources across every connected environment and builds a continuously updated CMDB, complete with relationship graphs, change history, and configuration snapshots — all in a single view.

Real FinOps, Not Just Dashboards

Gain full visibility into cloud spending, from individual resources to the entire organization. Allocate costs, manage budgets, detect anomalies, and apply AI-driven optimization recommendations — all in one place.

AI That Works Continuously

AI is a core component of the platform, not just an add-on. It analyzes and forecasts costs using a proprietary machine learning model, identifies actionable savings opportunities, translates infrastructure changes into natural language, and generates financial reports through interactive conversations.

Plug & Play, Zero Lock-In

No agents to install, no changes to existing resource configurations, and no infrastructure prerequisites. Reply CMP works alongside your current tools without replacing them.

Watch the presentation video

Francesco Semeraro, Manager at Cluster Reply, presents the Reply CMP, a complete SaaS-based solution designed to radically and smartly transform the management of cloud infrastructures.

Discover all the demos and features in the dedicated Playlist!

Cloud Management Platform

Everything you need to manage a modern cloud infrastructure

Resource Discovery & CMBD

Connect your cloud providers and let the dynamic algorithm build a complete multi-cloud view of your infrastructure.
A real-time inventory of all resources — searchable, filterable, and updated twice a day.

Full‑text and filtered search across all providers and accounts.
Relationship graph to visualize upstream and downstream dependencies between resources.
Configuration snapshots with instant comparison of changes over time.
AI-generated rollback suggestions in case of unexpected changes.

FinOps — From Cost to Action

Gain full visibility into your cloud spend and a concrete path to reduce it.

Assess: total costs, trends, forecasts, and budget burn rate at any level.
Allocate: distribute costs across groups, business units, projects, or environments using a flexible hierarchical model.
Analyze: create custom cost analyses with filters, groupings, and time-based comparisons, and save the most valuable views to the Home dashboard.
Optimize: take action on AI-evaluated recommendations from Azure Advisor, AWS Trusted Advisor, and GCP Recommender, enriched with realistic savings estimates and reliability indicators.
Budget: define spending thresholds per group and receive automatic alerts when limits are exceeded.

AI-Powered Cost Forecasting

Reply CMP integrates an adaptive online learning model capable of forecasting the cost of each resource through a proprietary machine learning model, with no need for manual retraining.

Based on incremental machine learning, the model automatically updates as new billing data becomes available.
The system selects the most suitable strategy for each resource by continuously evaluating nine different forecasting approaches and automatically adopting the most accurate one.
When the behavior of a resource changes — for example after a resize, a migration, or a workload variation — Reply CMP sends proactive alerts to highlight potential cost anomalies.
Aggregated forecasts flow directly into the FinOps – Assess view, enabling finance teams to estimate end-of-month exposure in real time.

AI-Powered Reports

Design, plan, and deliver professional cloud cost reports simply by conversing with the platform.

Natural language design: describe what you need and the AI generates a real-time preview based on your tenant’s data.
Iterative refinement: fine-tune layout, scope, level of detail, and tone through successive prompts until you achieve the ideal result.
Scheduled delivery: set a weekly, monthly, or quarterly cadence and add all required recipients — Reply CMP automatically handles rendering and distribution.
Always up to date: at the time of delivery, reports are populated with the latest data, with no need for manual exports or copy‑and‑paste.

CMP Agent — Conversational Cloud Intelligence

Ask questions about your infrastructure in natural language: the CMP Agent accesses the inventory, cost data, recommendations, and allocation structure directly, delivering immediate answers without the need to build queries or export spreadsheets.

The agent can also execute actions upon confirmation, such as synchronizing a connection, generating a report, or launching a new resource discovery.

Self-Service Provisioning

Deploy cloud resources starting from a structured catalog of templates, validated with Terraform and already approved by your team.

Dry-run validation: simulate deployments before execution to prevent unexpected state changes.
AI-generated plan summaries: the AI explains in natural language what a Terraform plan will execute and produces clear error reports in case of issues.
GitOps compatibility: templates are versioned, and every deployment is fully traceable.

Automation & Policy Enforcement

Create scheduled policies to automatically enforce cloud standards.

Start/stop scheduling: automatically shut down Dev/Test environments outside business hours to reduce unnecessary compute costs.
Tag enforcement: define mandatory tags and apply them automatically, or receive alerts when resources are non-compliant.
Policies are executed with full traceability and a complete audit trail.

Unified Monitoring

Infrastructure dashboards powered by Grafana, seamlessly integrated into the platform, allowing you to monitor everything without switching to external observability tools.

Preconfigured dashboards for Azure, AWS, and GCP.
Customizable panels tailored to specific teams or use cases.
Direct access from the same side navigation used for all other features.

Enterprise-Grade Architecture

Reply CMP is designed according to enterprise architectural principles:

Multi‑tenant isolation: each customer’s data is stored and processed in dedicated environments, ensuring full security and strict separation.
Event sourcing: every change is recorded as an immutable event, enabling a complete audit history and precise state reconstruction over time.
No agents, no prerequisites: connections to cloud providers are established through standard APIs (Azure Resource Manager, AWS Organizations, GCP Resource Manager), with nothing to install in the customer’s cloud environment.

Cloud Services

Ready to take full control of your cloud?

Reply CMP is available as a SaaS solution, with no infrastructure prerequisites.
Connect your first cloud provider in less than 10 minutes and start optimizing right away.