a roqora ai product · AI Architecture & Diagram Studio

Turn any idea into a diagram.

From primary school mind maps to multi-cloud enterprise topologies. Type plain English, speak your thoughts, upload notes, or paste a link — inarch ai reasons about the relationships and draws the structure.

> describe what you want to visualize

Instant inspirations · click to load

Live Interactive Showcase

See what inarch ai creates in seconds

Switch through diagram types below to inspect real, high-resolution vector diagrams synthesized from simple natural prompts.

Active PromptLevel: architect

> "AWS serverless e-commerce backend with CloudFront, API Gateway, Bedrock AI agent, DynamoDB, and S3"

AWS Cloud · us-east-1 (N. Virginia)VALIDATED · 0 ERRORSPUBLIC EDGE & INGRESSCloudFront CDNGlobal Edge CacheAPI GatewayREST /v1 IngressCognito User PoolJWT Token AuthISOLATED COMPUTE & DATA TIERAWS Lambda CoreNode.js 22 · Auto-ScaleAmazon BedrockClaude 3.5 Sonnet AgentAmazon DynamoDBSingle-Table · Multi-AZAmazon S3 BucketAsset Lake · KMS Encrypted

Multi-tier AWS Serverless & AI Infrastructure

Deterministic VPC isolation, least-privilege IAM, and automated architecture validation against 37 AWS best practices.

Cloud:AWS us-east-1Validation:100% PassRedundancy:Multi-AZExport:SVG · PNG · Mermaid

Multimodal Inputs

Draw from whatever you already have

You don't need a blank canvas or manual drag-and-drop tools. Feed in your voice notes, phone photos, video links, or code repositories.

In-Browser Speech API

Voice & Real-Time Speech

Talk out your architecture out loud.

Click the mic and describe your thoughts. inarch ai transcribes your voice in real time, extracts the actors, and arranges the flow.

Example input

“We have a mobile app that calls our backend through API Gateway, which checks Redis cache first, then hits Postgres…”

Vision AI Parser

Photos, Sketches & Whiteboards

Snap notes from your whiteboard.

Upload a smartphone photo of a whiteboard session, napkin sketch, or textbook page. The vision engine extracts the nodes and turns them into editable vector diagrams.

Example input

Phone photo of hand-drawn boxes, arrows, and handwritten server labels converted into clean SVG in seconds.

Transcript Extractor

YouTube Video Links

Turn video explanations into diagrams.

Paste any educational video or tech conference talk link. inarch ai reads timestamps and spoken captions to distill the main concepts into a sequence or timeline.

Example input

Paste youtube.com/watch?v=... to generate an architecture diagram from an AWS re:Invent tech keynote.

Codebase Analyzer

GitHub Repositories

Map software systems from code.

Drop any public repository link. inarch ai parses directory trees, package dependencies, and API routers to map your system’s actual architecture.

Example input

Paste github.com/owner/repo to map out how the microservices, frontend, and database models interconnect.

Adaptive Complexity

One topic. Four calibrated ways to see it.

inarch ai calibrates vocabulary, step count, and architectural depth depending on who is viewing the diagram.

Audience Mode: Kids & BeginnersMetaphor-first · Playful · 4 Steps

Topic: How does the Internet work?

Calibrated Prompt

> "Explain how sending a photo message works to an 8-year-old"

Analogies, friendly metaphors, and simple visual steps. No confusing jargon or technical acronyms.

Diagram Synthesis & Vocabulary

1. You snap a funny picture 📸 → 2. Your phone packs it into tiny digital envelopes ✉️ → 3. Speedy invisible light messengers carry them through cables under the ocean 🌊 → 4. Your friend's phone glues the pieces back together into the exact photo! 🎉

Catalog

Every diagram model you need

Click any card to select that diagram type in the studio above.

Explore full syntax guide

Architectural Engine

Engineered for precision and trust

Not just pretty boxes. inarch ai is built on deterministic validation, lossless code export, and enterprise security.

37 AWS Validation Rules

Every cloud diagram is audited against deterministic AWS rules: unattached gateways, security leaks, single points of failure, and missing multi-AZ redundancy.

Lossless SVG & Mermaid Export

One click to export production-ready vector SVGs, high-res PNGs, or clean Mermaid code that pastes directly into GitHub issues, Notion pages, and markdown documents.

Interactive Story Walkthroughs

Hit Play to animate through your diagram node-by-node. Perfect for presenting to stakeholders, teaching students, or conducting team design reviews.

Start turning ideas into diagrams

No canvas wrestling. No alignment headaches. Describe your architecture or workflow, and let inarch ai draw the structure.