AUTOSAD - AI Augmented System Design

Plan and Design before you build with AUTOSAD

What is AUTOSAD?

AUTOSAD is an AI-powered platform that turns user requirements into complete system designs, automating a large portion of the software architecture and design lifecycle - requirements engineering, system models and diagrams: use-case models, use-case specifications, Interaction diagrams, application architecture and component diagrams, database design (conceptual/logical data models), deployment diagrams for on-prem as well cloud (AWS/GCP/AZURE). Create Software Architecture Document (SAD) with multi-template export.

The product offers unique “diagrams as code” context-aware prompting and chatting with diagrams in natural language. It includes collaboration and governance workflows so teams can go from intent to architecture in hours instead of months.

Requirements Engineering

Generate functional and non-functional requirements with natural language prompts or from business requirement documents/meeting transcriptions. AUTOSAD AI agents update downstream models (system/database models) automatically when requirements change saving weeks of effort.

System Models

Generate use case models, interaction (sequence/communication) diagrams, data models (conceptual/logical/physical), application (component models/class diagrams), and deployment models directly from user requirements. Edit diagrams via built-in editors (Draw.io, Excalidraw) and export in standard formats. Make edits in system models and diagrams in natural language.

DIAGRAMS GPT

AUTOSAD AI agents are context aware, a prompt adapts to the canvas you’re on (e.g., “login” becomes a requirement in the requirements screen, and it becomes a use case in the use-case screen), reducing prompt friction and cognitive load. Modify system diagrams by chatting in natural language.

Productivity and Efficiency Boost

MULTI-CLOUD DEPLOYMENTS

AUTOSAD AI agents produce on-prem or cloud-specific deployment models for AWS, Azure, and GCP right from your requirements; Ai agents create “infrastructure as code” tied to your application architecture.

AI-RCOMENDED APIs

There are two approaches for API design, bottom-up and top-down. Traditional software development uses bottom-up, APIs are exposed once the system is built, but this approach does not yield good results. AUTOSAD uses top-down to represent business intent in the AIPs. From requirements, use cases, and data models, AUTOSAD proposes API endpoints and produces swagger definitions.

COLLABORATION

Share your system design with colleagues, or sent for governors/reviewers approval right from the tool. Project management, multi-project support, team collaboration, versioning/history, role-based access, and share/export controls simplify multi-stakeholder work.

GOVERNANCE AND CONTROL

AUTOSAD offers simplistic standards control and compliance to your enterprise standards, it lets governors guide teams early, route system design for architecture review/feedback/approval, and maintains an auditable, transparent review process.

Productivity and Efficiency Boost

Why it Matters?

The combination of requirements to design automation, context aware prompting, and templates/exports shortens the design phase, reduces rework from requirement changes, and improves cross role alignment through a single source of truth for system models and software architecture and design document. Governance features reduce the cycle time and friction around standards and review approvals.

Above all, the human-in-the-loop system architecture and design document acts as a guide and controls code generation by AI tools and Vibe coding, reducing the time and cost of development substentially.

Private LLM Support

For enterprises adopting private LLMs under strict data sovereignty rules, AUTOSAD delivers private LLM‑powered system‑design platform that can run on‑premises or in your cloud, keeping requirements, models, and prompts under your control and within your jurisdiction.

Develop Enterprise Grade Systems (with AI/Vibe coding systems)

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Tool That Turns Every Engineer into a System Architect

Our AI-powered system design platform connects your teams to intelligent workflows that analyze requirements, generate architecture models, and transform your design process into actionable system blueprints.

30 Days Free, No Credit Card Required

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Accelerate From Requirements to Implementation‑Ready Specs

Generate use cases; sequence/interaction, component/class, data, and context views with context‑aware prompt - and keep every model synchronized as requirements change.

Accelerate From Vision to Architecture

Draft requirements into C4-style system context, component, and interaction views; maintain alignment as requirements evolve. The generated SAD consolidates decisions, patterns, interfaces, and deployment choices in one document.

Improving Traceability and Reducing Rework

Requirements elicitation assistance and automatic derivation of use cases remove ambiguity early. Changing a requirement propagates to affected models

Manage Change with AI Agents- from Requirements to Implementation

Generate use cases; sequence/interaction, component/class, data, and context views with context‑aware prompt - and keep every model synchronized as requirements change.

Accelerate From Vision to Architecture

Improving Traceability and Reducing Rework

Requirements elicitation assistance and automatic derivation of use cases remove ambiguity early. Changing a requirement propagates to affected models

Shorter Design Cycles & Fewer Manual Handoffs

Thanks to auto-generated diagrams, documents, and updates when requirements change; centralized project view with versioning and role-based access improves oversight, status visibility, and stakeholder communication.

Expert Data Modeling From Requirements

Generate conceptual, logical, and physical models aligned with functional and non-functional requirements; keep models consistent with evolving system designs.

Governance You Trust, Deployment You Control

Governance features support standardized reviews, approvals, and auditable controls; enterprise packaging offers on-premise/cloud-of-choice deployment and private (fine-tuned) LLMs for tighter data custody.