AI-Powered Digital Twin & What-If Simulation Engine for AWS

Model Cloud Architectures.
Simulate Chaos Before Deployment.

CloudTwin empowers architects and engineering leads to visually compose 11 AWS cloud services, stress-test topologies against simulated traffic surges and AZ blackouts, audit real-time costs in USD ($) and INR (₹), and verify CIS benchmarks prior to production.

Target Cloud
AWS ap-south-1 (Mumbai)
Live Database
AWS RDS Multi-AZ Postgres
AI Advisor
Google Gemini 1.5 Flash
Security Model
CIS Foundations Benchmark
Interactive Live Sandbox

Experience What-If Simulation Live

Click any chaos scenario below to observe real-time failover, auto-scaling telemetry, and cost impact across an 11-service AWS Digital Twin topology.

Inject Chaos Scenario:
All 11 AWS Services Healthy
REQUEST VELOCITY
1,200 req/s
P99 TAIL LATENCY
14.5 ms
TWIN RESILIENCE SCORE
99.2%
ESTIMATED INFRA SPEND
$284 /mo
CANVAS: ap-south-1 Production TopologyLive Packet Telemetry Active
CloudFront
Edge Cache 94%
Public ALB
Dual-AZ Target
EC2 Fleet
3x t3.large Auto
RDS PostgreSQL
Multi-AZ Sync
S3 Vault + Dynamo
11-9s Durability
Canonical contract verified against Member 2 simulation engine & Member 3 cost intelligence.
Core Engine Capabilities

Everything You Need Before Production

Four specialized engines combined into a single, cohesive developer platform.

1. What-If Chaos & Traffic Simulation

Inject 2× to 10× traffic surges, primary database failovers, and availability zone outages. Identify chokepoints and capacity exhaustion before your real users do.

Burst VelocityTail Latency ModelingMulti-AZ Blast Radius

2. Real-Time AWS Cost Intelligence

Calculates precise infrastructure run rates using official AWS pricing tables. Switch instantly between USD ($) and Indian Rupees (₹) with component-level granularity.

Hourly vs Monthly BurnUSD & INR Currency ToggleIdle Resource Detection

3. CIS AWS Security Benchmark Scanning

Detect public database port exposures, unencrypted S3 storage buckets, missing TLS 1.3 ELB policies, and non-compliant IAM bindings with 1-click remediation diffs.

CIS Benchmark v1.4.0Posture Health ScoreAutomated Remediation

4. AI Solutions Architect (Google Gemini)

Powered by Google Gemini LLM grounded with live simulation telemetry. Receives architectural recommendations tailored to latency bottlenecks and resilience goals.

Gemini 1.5 FlashTopology DiffsWell-Architected Advice
Full Cloud Spectrum

11 Supported AWS Native Services

Every core AWS infrastructure pillar modeled with exact specifications, ports, protocols, and pricing.

Compute Fleet

Amazon EC2

Auto-scaling worker clusters with burst capacity

Object Storage

Amazon S3

Encrypted statement vaults & static asset buckets

Relational DB

Amazon RDS

PostgreSQL Multi-AZ replication & automated snapshots

Serverless

AWS Lambda

Event-driven compute with millisecond execution

API Ingress

Amazon API Gateway

REST & HTTP rate-limiting and JWT token authorization

Edge Delivery

Amazon CloudFront

Global CDN distribution with low-latency edge caching

Traffic Router

Application Load Balancer

Multi-AZ layer 7 traffic distribution with TLS termination

Zero-Trust Net

Amazon VPC

Isolated virtual cloud networks with CIDR segmentation

Egress Router

NAT Gateway

Secure outbound internet egress for private subnet workers

NoSQL Store

Amazon DynamoDB

Single-digit millisecond latency state and session store

Containers

Amazon ECS Fargate

Serverless container task execution without managing EC2

CIS Benchmark

AWS Security Hub

Continuous compliance scans and security auditing

Business & Financial ROI

Calculate What Digital Twin Simulation Saves You

By modeling peak loads and testing failovers in CloudTwin before deploying to AWS, engineering teams eliminate costly over-provisioning and catastrophic downtime.

CURRENT MONTHLY AWS SPEND:$15,000 /mo
PRODUCTION DEPLOYMENTS PER MONTH:8 releases
PROJECTED ANNUAL SAVINGS
$90,000
Downtime Incidents Prevented:$50,400 /yr
Idle Cloud Waste Reduced:$39,600 /yr
Target AWS Region:ap-south-1 (Mumbai)
Architect Endorsements

Trusted by Enterprise Platform Teams

"CloudTwin caught a NAT Gateway choke point and single-AZ RDS vulnerability in our banking platform during a simulated 5x traffic spike. Saved us an estimated $60,000 in downtime."

Devendra Patil
Head of Cloud Architecture, FinScale Technologies
Enterprise Tier

"The multi-currency cost engine with INR ₹ and USD $ conversion gave our CFO complete clarity on our AWS Mumbai migration before we wrote a single line of Terraform."

Ananya Iyer
VP of Engineering, NeoPay India
FinTech Lead

"The Gemini LLM recommendations are remarkably grounded. It recommended ALB sticky sessions and CloudFront TLS 1.3 policy upgrades that immediately elevated our security score to 98%."

Marcus Chen
Principal DevOps Architect, Global Cloud Partners
AWS Certified Architect

Ready to Model Your Cloud Digital Twin?

Create an independent account, dynamically provision custom AWS workspaces, and simulate real failure conditions in seconds.