High Fidelity
Architecture
ChatGPT guesses. Sudarshan calculates.
Turn your app idea into a complete cloud infrastructure plan — in 60 seconds. Mathematically grounded, copy-paste ready for the agentic era.
✦ Also sign in with GitHub — one click, no form.
Synthesis Protocol
The Sudarshan Workflow
Our engine doesn't just "guess" code. It follows a rigorous 5-phase synthesis process to ensure every blueprint is production-ready and mathematically verified.
Requirements
Mathematically parsing user intent into functional constraints.
Data and API
Defining domain entities and rigorous interface contracts.
Architecture
Synthesizing multi-cloud topology and logical data flows.
Infra Engine
Calculating SKU selections and performance bottlenecks.
Guardrails
Applying security policies and architecture verification.
Requirements
Mathematically parsing user intent into functional constraints.
Data and API
Defining domain entities and rigorous interface contracts.
Architecture
Synthesizing multi-cloud topology and logical data flows.
Infra Engine
Calculating SKU selections and performance bottlenecks.
Guardrails
Applying security policies and architecture verification.
Competitive Matrix
Why not ChatGPT?
ChatGPT guesses. Sudarshan calculates. While general models are great for drafting emails, cloud infrastructure requires deterministic precision.
General LLMs
Methodology
Probabilistic Token Prediction
⚠ Hallucinates VPC configs & IAM policies.
Cloud Context
General Text Data
⚠ Outdated SKUs & non-existent instance types.
Verification
None (Trust the output)
⚠ Requires manual architect review of every line.
Sudarshan AI
Methodology
Deterministic Synthesis
✦ Mathematically verified infrastructure code.
Cloud Context
AWS/GCP/Azure SKUs
✦ Real-time ingestion of cloud pricing & quotas.
Verification
Formal Model Checking
✦ Auto-flags security gaps & cost bottlenecks.
Deterministic Integrity
Architected for scale.
Multi-Cloud Determinism
Mathematically verified infrastructure plans for AWS, GCP, and Azure. Zero drift, zero guesswork.
Secure by Design
Automatic VPC isolation and IAM least-privilege generation for every blueprint.
Low-Latency Execution
Optimized for high-performance workloads, including HFT and massive scale distribution.
Agentic IDE Compatibility
Outputs tailored for Cursor, Claude Engineer, and autonomous coding agents.
Blueprint Sharing
Every architecture you generate lives at a public URL. Share it with your team or the world — instantly.
Usage Dashboard
Track your blueprint quota, model tier, and generation history from your personal Profile dashboard.
AST_Analysis Engine
Deep Scanner
Paste any public GitHub repository URL. Sudarshan Ai clones the source, builds an AST graph, and identifies architectural flaws instantly.
Ultra-High Frequency Trading
"Low-latency TimescaleDB cluster for 50k TPS of market tick data on AWS."
SKU Selection
db.r6g.4xlarge
IOPS Capacity
150,000+
— Verified user · Pro Plan
Massive Scale Distribution
"Platform survival plan for a 1M QPS burst event with global edge caching."
Edge Hit Ratio
98.5% verified
P99 Latency
12ms verified
— Verified user · Pro Plan
Sudarshan Ai Monetary Configuration
Subscription Tiers
Get your first architecture blueprint free. No credit card required.
Architecture_Monetization_Matrix
Free
- 5 Blueprints / Day (shared)
- Terminal + Compiler + Scanner
- Public Archive
- Standard AI Engine
- Community Support
Starter
- 20 Blueprints / Day (shared)
- Terminal + Compiler + Scanner
- Public Archive
- Sudarshan AI Engine
- Priority Email Support
Pro
- Unlimited All Modes
- Advanced Sudarshan AI Engine
- Private Archive
- Priority Support
- API Access (Coming Soon)
Enterprise
- Unlimited + Team Seats
- Custom SKU Ingestion
- White-glove SLA
- IaC Export
- Formal Verification
Custom VPC limits, SLA, and white-label options.
Contact Sales* All subscriptions are billed monthly and subject to verification protocols.
Enterprise Protocol
Access private VPC deployments and custom SKU ingestion.