AI-Powered Cloud Infrastructure Platform

Design, Migrate & Optimize Your Cloud

From network topology design to Azure-to-AWS migration planning, AI-powered workload sizing, and automated cost optimization — everything your cloud team needs in one platform.

4Core Modules
50+CFM Scan Tools
30+Service Mappings
AIPowered Analysis

Everything You Need for Cloud Operations

A unified platform for network design, migration planning, workload sizing, cloud financial management, and security posture analysis.

Live Topology Preview
See your network topology update in real time as you edit your spec. Nodes and edges render instantly with auto-layout.
Artifact Generation
Generate Terraform and config files directly from your spec. Download ready-to-deploy artifacts in one click.
Share & Download
Share your topology via a compressed URL or download a ZIP bundle of all generated artifacts.
Audit Trail
Every action is logged. Review who did what and when with a searchable, filterable audit log.
Migration Advisor
Import Azure resource inventories and get instant, catalog-driven AWS migration recommendations with confidence ratings.
AI-Powered Sizing
Upload AWS Pricing Calculator exports and get AI-driven sizing recommendations with RI and Savings Plans comparisons.
CFM Cost Analysis
Connect AWS accounts via IAM roles and scan for cost optimization opportunities across EC2, RDS, S3, Lambda, and more.
CSP Security Analysis
Scan your AWS accounts for security misconfigurations across IAM, networking, S3, CloudTrail, and more with AI-powered remediation guidance.

How It Works

1

Write Your Spec

Use the code editor or structured form to define your network resources and connections.

2

See the Topology

Watch the live node-edge diagram update as you type. Pan, zoom, and select resources interactively.

3

Generate & Download

Generate Terraform and config files, then download a ZIP or share a link with your team.

Studio Preview

Spec Input

resources:

- name: production-vpc

type: vpc

properties:

cidr: 10.0.0.0/16

- name: web-subnet

type: subnet

parent: production-vpc

Live Topology
VPCSubnetRouter
Output

✓ 0 errors, 0 warnings

Generated files:

main.tf

variables.tf

README.md

Migration Advisor

Turn Azure resource inventories into actionable AWS migration plans — no guesswork, no AI hallucinations. Pure catalog-driven recommendations.

1

Import Azure Inventory

Paste JSON, upload a file, or manually enter Azure resources from your customer's environment.

2

Run Mapping Engine

Our deterministic catalog maps each Azure service to its AWS equivalent with confidence ratings and rationale.

3

Export Reports

Review results in table or canvas view, then export Markdown or CSV reports for stakeholders.

Key Highlights
  • 30+ Azure-to-AWS service mappings
  • Confidence ratings (High, Medium, Low)
  • Table and canvas visualization
  • Markdown and CSV export
  • No AI hallucinations — pure catalog-driven

AI-Powered Sizing

Turn AWS Pricing Calculator exports into optimized sizing recommendations. Our AI agent analyzes workloads and suggests right-sized instances with cost breakdowns.

1

Upload Pricing Data

Upload your AWS Pricing Calculator JSON export. The parser extracts services, regions, and pricing tiers automatically.

2

Get AI Recommendations

Our Azure AI agent analyzes your workload and recommends optimal instance types, savings plans, and architectural alternatives.

3

Download Excel Report

Generate a detailed Excel report with On-Demand, 1-Year RI, and 3-Year RI comparisons — ready for stakeholders.

Key Highlights
  • AI-powered sizing recommendations
  • On-Demand, RI, and Savings Plans comparison
  • Excel reports with subtotals and grand totals
  • Three modes: Report, Recommend, Full Analysis
  • Graviton and serverless alternative suggestions

CFM Cost Analysis

Connect your AWS accounts and let our AI-powered Cloud Financial Management engine scan for cost optimization opportunities across your entire infrastructure.

1

Connect AWS Account

Add an AWS account via IAM role ARN with cross-account STS AssumeRole. Secure, read-only access to your resources.

2

Scan for Savings

Our AI agent runs 50+ CFM analysis tools across EC2, RDS, S3, Lambda, NAT Gateway, CloudWatch, ECS, and CloudTrail.

3

Deep Dive with AI

Drill into service-level findings, chat with an AI assistant scoped to your data, and get actionable implementation steps.

CFM Dashboard Preview

$73

EC2

4 recommendations

$120

RDS

2 recommendations

$15

S3

3 recommendations

$8

Lambda

1 recommendations

Supported Services
  • EC2
  • RDS
  • S3
  • Lambda
  • NAT Gateway
  • CloudWatch
  • ECS
  • CloudTrail
  • 50+ CFM MCP analysis tools
  • Real-time SSE progress streaming during scans
  • Per-service deep dive with AI chat assistant
  • Priority-based recommendations (Critical, Medium, Low)
  • Estimated monthly savings per resource
  • Commitment comparison (RI vs Savings Plans)

CSP Security Analysis

Scan your AWS accounts for security misconfigurations and get AI-powered remediation guidance — all using free-tier AWS APIs with zero additional cost.

1

Connect AWS Account

Use an existing connected AWS account or add a new one via IAM role ARN. The same read-only access used for CFM works for security scanning.

2

Scan Security Posture

Our rule engine checks 20+ security controls across IAM, networking, S3, CloudTrail, VPC, and Access Analyzer using only free-tier AWS APIs.

3

Review & Remediate

Get detailed step-by-step remediation for every finding, drill into categories, and chat with an AI assistant for implementation guidance.

CSP Dashboard Preview
Security Score
87
/ 100

0

Critical

2

High

5

Medium

8

Low

Security Categories
  • Identity & Access (IAM)
  • Network Security (VPC/SG)
  • Data Protection (S3)
  • Logging & Monitoring (CloudTrail)
  • External Access (Access Analyzer)
  • 20+ security rules mapped to CIS AWS Benchmarks
  • Zero cost — uses only free-tier AWS APIs
  • Exponential decay security scoring (0-100)
  • Severity classification: Critical, High, Medium, Low
  • Step-by-step console remediation instructions
  • AI-powered remediation chat assistant
  • Real-time SSE progress during scans
  • Finding tracking across scan history

Ready to optimize your cloud?

Design topologies, plan migrations, right-size workloads, and cut cloud costs — all from one platform.