Build enterprise software
before writing code.
Transform one business idea into a governed engineering package produced by an AI engineering organization. Ready to hand to Cursor, Claude Code, or v0.
Orchestrator Node
Discovery
Governance Gates
- Syntax Validation100%
- Semantic Clarity—
- Cross Consistency—
- Dependency Check—
Architectural Tiers
Two targets. Choose SaaS speed or Enterprise security.
Configure your target runtime inside our Discovery Wizard. Demiforge automatically formats all 32 blueprints to match your organization's architectural and compliance boundaries.
SaaS & Startup Profile
Optimized for high-velocity builders, MVPs, and startups looking to optimize time-to-market. Outputs lightweight, cost-effective serverless architectures.
Enterprise & MNC Profile
Optimized for multinational corporations requiring rigorous data isolation, network security, and compliance. Outputs secure corporate VPC network designs.
Architecture
Built on thirteen principles. Only two matter to you.
Nothing is a black box. Every decision Demiforge makes is a versioned artifact in a graph you can audit, edit, or roll back.
Engineering Knowledge Graph
Every deliverable is a versioned node in a DAG. Change the DB schema, and every affected API, screen and story is flagged automatically.
AI Kernel
One intelligence layer for context assembly, prompt construction, model routing, retrieval and cost estimation. Agents stay stateless.
Virtual engineering org
CEO, BA, PM, UX, Architects, DevOps, QA, Security and Release Manager — instantiated per workflow template, not hardcoded.
Quality gates & governance
Seven automated checks — syntax, semantic, consistency, dependency, policy, security, human — before any artifact is approved.
Version everything
Artifacts, prompts, templates and schemas are versioned with side-by-side diffs and one-click rollback.
Multi-tenant by default
Row-Level Security on every table. Organizations, teams, projects and artifacts stay isolated end-to-end.
Virtual organization
Meet your AI Engineering Organization
15 agents working together, governed by one Engineering Graph. They coordinate, validate, and compile your software specifications.
Lifecycle
Fifteen stages, from raw idea to release.
Every stage produces a versioned artifact. Every artifact passes seven quality gates before it's yours to approve.
AI Kernel
One intelligence layer. Every agent, every model.
The Kernel owns context, prompts, retrieval, routing and cost. Agents stay stateless. Models stay swappable.
kernel.route({
agent: "database_architect",
stage: 6,
context: graph.slice(node.id),
memory: ["project", "org", "global"],
tier: "premium_reasoning",
budget: { max_credits: 400 },
gates: [syntax, semantic, consistency,
dependency, policy, security, human]
})Engineering Design Package
32 deliverables. One ZIP.
When your project reaches Development Ready, Demiforge compiles all 32 blueprints formatted to your selected profile (SaaS or Enterprise) into a single Engineering Design Package ready for your developers.
- 01Executive Summary
- 02Business Requirements Document
- 03Product Requirements Document
- 04Market Research Report
- 05User Personas
- 06Business Process Flows
- 07Complete Module List
- 08Functional Requirements
- 09User Stories (Gherkin)
- 10Feature Specification
- 11UX Documentation
- 12UI Design System
- 13Screen Inventory
- 14Database Design (ERD)
- 15PostgreSQL Schema (SQL)
- 16Supabase Design
- 17API Documentation (OpenAPI)
- 18AI Architecture
- 19Solution Architecture (HLD)
- 20Low-Level Design (LLD)
- 21Security Architecture (STRIDE)
- 22Performance Architecture
- 23DevOps Planning
- 24Testing Strategy
- 25Project Plan
- 26Resource Planning
- 27Cost Estimation
- 28Risk Register
- 29Compliance Matrix
- 30Deployment Guide
- 31Operations Manual
- 32Engineering Export Package
Quality
Seven gates before you see a thing.
Auto-approval is available for low-risk stages. Critical artifacts — schemas, APIs, security — always require human sign-off.
Syntax
Outputs match strict JSON schemas.
Semantic
Readability, clarity, completeness.
Cross-artifact consistency
APIs match DB columns. Fields match stories.
Dependency verification
No broken links in the DAG.
Governance & policy
Org model constraints and allowlists.
Security & risk
RLS status and STRIDE threat review.
Human approval
Manual sign-off — required for DDL, APIs, security.
Plan software the way a CTO would sign it off.
Open the Studio, drop in your idea, and watch a fifteen-stage engineering org do the work — governed by you, exported to your coding tools.