How it works

One sentence in. A validated, build-ready plan out.

You describe a business. AI Ninja pressure-tests demand, then returns a build-ready plan — wedge, architecture, monetization, and a guarded launch you can act on. Nothing consequential ever happens without your approval. Free while in beta.

Example system readiness9%
Advance the pipeline and approve gates below to see it move.

Where AI Ninja is headed. Live in beta today: AI-generated idea validation and build-ready blueprints. Sections below marked Simulated or Planned — deployment, marketplace, mobile publishing, self-healing — are on the roadmap, not live yet.

Complete business creation ecosystem

From idea to company operations in one AI-native platform

8 core systems

Creation Studio

Natural language, voice, sketches, screenshots, files, and designs become structured business briefs.

Input router, context parser, and visual-to-interface workflow.

AI Development Studio

Requirements, wireframes, code, APIs, tests, docs, and release plans are generated as one traceable system.

Versioned artifacts, acceptance criteria, generated source tree, and test gates.

Agent Operating System

Specialized company teams collaborate with visible work, approvals, and auditable tool calls.

CEO, product, design, engineering, QA, security, DevOps, growth, sales, and success agents.

Deployment Platform

Generated businesses ship to web, cloud, mobile, and app stores with rollback and observability.

Vercel-first release path, cloud targets, app-store checklists, and guarded deploy actions.

Monetization Core

Subscription billing, payment processing, user management, portals, invoicing, referrals, and affiliates arrive by default.

Stripe model, pricing ladder, billing accounts, customer portal, and revenue events.

Growth Engine

Every generated app receives landing pages, SEO plans, launch content, funnels, lifecycle email, and analytics.

Growth assets, campaigns, lead magnets, dashboards, and optimization loops.

Marketplace Ecosystem

Templates, components, agents, plugins, SaaS blueprints, automations, and business systems can be shared and sold.

Revenue share model, listing workflow, install permissions, and quality scoring.

Self-Healing Operations

Live products detect bugs, regressions, cost spikes, and UX friction, then propose or execute guarded repairs.

Monitoring signals, improvement jobs, rollback plans, and human approval gates.

Autonomous software factory

Thirteen-stage business generation pipeline

Stage 1 of 13

Command Router

Idea Capture

Text, voice, image, sketch, Figma, screenshot, and file intake

Agent operating system

Autonomous company teams with visible work

CEO Agent

Strategy, wedge, pricing, sequencing

Planning1 narrow wedge, 3 revenue paths

Product Manager Agent

PRD, stories, acceptance criteria

BuildingTraceable requirements map

Business Analyst Agent

Market research, competitors, unit economics

ReviewingDemand and risk scan

Architect Agent

Services, events, APIs, boundaries

ReadyEvent-driven blueprint

UX/UI Agent

Flows, screens, design system, accessibility

BuildingResponsive command surface

Frontend Agent

Next.js shell, UI states, client workflows

ReadyStatic export compatible

Backend Agent

APIs, workers, auth, integrations

Planning10 second route budget

Mobile Agent

React Native, Expo, store release assets

PlannedShared product contract

Database Agent

Postgres, Supabase, pgvector, audit data

ReadyTenant-safe schema plan

QA Agent

Unit, e2e, regression, launch gates

ReviewingFailing checks block release

Security Agent

Threat modeling, OWASP, approvals, secrets

ReadyHITL guarded actions

DevOps Agent

Deploys, IaC, monitoring, rollback

PlanningVercel-first release path

Marketing Agent

Landing pages, campaigns, lifecycle email

BuildingGrowth loop drafted

Sales Agent

Lead scoring, outreach, CRM handoff

PlanningPipeline system modeled

Customer Success Agent

Onboarding, support, retention, expansion

OptimizingHealth signals defined

Ethical psychology method

Trust mechanics built into the workflow

Human Agency

Every payment, deploy, external message, data mutation, and marketplace action exposes intent, risk, and rollback before execution.

Users stay in control because the system earns permission before consequential work.

Cognitive Ease

One primary action, grouped evidence, short labels, stable layout, and progressive detail reduce decision load.

Beginners can move forward without losing enterprise-grade context.

Truth Boundaries

Mocked, simulated, local-only, planned, and production-ready capabilities are visibly separated.

The product builds trust by naming what is real now and what needs integration.

Security First

Secrets, identity, payments, deployment, plugins, and generated code are routed through guarded workflows.

Speed does not bypass privacy, compliance, or accountable ownership.

Enterprise Governance

Tenancy, RBAC, SSO, audit logs, compliance checks, and data residency stay attached to every generated business.

The same system can serve solo founders and enterprise teams without changing trust models.

Repairability

Every launch action includes observability, rollback, owner metadata, and a self-improvement job trail.

When something fails, AI Ninja can explain, recover, and improve instead of leaving hidden state.

Human-in-the-loop

Tool approvals

Generate PRD

Creates requirements, stories, and acceptance criteria.

Risk: Low

Draft Supabase schema

Models tenants, users, projects, agents, usage, billing, and audit logs.

Risk: Medium

Prepare Vercel deploy

Creates launch steps, checks, environment map, and rollback plan.

Risk: Guarded

Activate Stripe billing

Prepares subscriptions, portal, invoices, referrals, and customer records.

Risk: Guarded

Launch growth engine

Generates landing pages, SEO tasks, lifecycle email, funnels, and analytics.

Risk: Medium

Publish marketplace asset

Packages templates, agents, plugins, or blueprints with install permissions.

Risk: Guarded

Schedule self-healing job

Creates monitored improvement work with owner, rollback, and approval records.

Risk: Medium

Launch and scale

Business systems connected from day one

Build yours
AI AppsSaaSMobile AppsMarketplacesE-commerceCRMERPEducationHealthcareFinTechAI AgentsAutomation

Vercel Web App

Next.js command center with responsive UI, server routes, and build script.

Ready

Natural Input Router

Text, voice, sketch, screenshot, design, and file entry are modeled with visible demo-safe boundaries.

Simulated

Supabase Data Layer

Postgres, pgvector, tenant data, artifacts, usage, billing, marketplace, and audit schema are documented.

Simulated

Stripe Monetization

Subscriptions, portals, invoices, referrals, affiliates, and customer records require approval before live activation.

Guarded

Multi-LLM Router

Provider routing, quality scoring, cost controls, latency budgets, and consensus review are documented.

Simulated

Plugin Ecosystem

Salesforce, HubSpot, Shopify, Slack, messaging, email, Notion, Airtable, Zapier, and custom plugins use scoped permissions.

Planned

Marketplace

Templates, agents, plugins, blueprints, automations, business systems, and revenue share are modeled.

Simulated

Mobile Publishing

React Native/Expo, screenshots, metadata, compliance checks, and app-store release management are defined.

Planned

Security Review

OWASP, RBAC, SSO, audit logs, encryption, vulnerability scanning, and AI security monitoring are first-class gates.

Guarded

Self-Healing Ops

Bug detection, repair proposals, performance tuning, cost optimization, rollback, and improvement jobs are specified.

Planned

Growth Engine

Landing pages, SEO, blogs, funnels, email, social content, lead magnets, and analytics are included from day one.

Simulated

Global Scale

Multi-region, multi-cloud, Kubernetes, Terraform, enterprise workloads, and disaster recovery are target architecture tracks.

Planned

Roadmaps and deliverables

The full AI Business OS scope is mapped from MVP to global scale

20 deliverables

MVP Roadmap

Now to first public proof
  • Command center with live AI generation flow
  • Business blueprint, agent team, and approval model
  • Server-rendered Vercel/Netlify web release
  • Architecture, data, security, and deployment docs

Scale-Up Roadmap

First live customers
  • Supabase tenant schema and artifact storage
  • Stripe subscriptions, customer portal, referrals, and invoices
  • Multi-LLM routing with cost, latency, and quality scoring
  • Worker queue for long-running generation, testing, and deploy jobs

Unicorn Roadmap

Global business OS
  • Marketplace for agents, plugins, templates, and SaaS blueprints
  • One-click mobile publishing with compliance and release management
  • Self-healing production apps with guarded autonomous repairs
  • Multi-region, multi-cloud enterprise platform with SOC2/HIPAA readiness
System architectureReady
AI orchestration architectureReady
Agent architectureReady
Database schemaReady
Backend implementation planGuarded
Frontend implementationReady
Mobile implementation planPlanned
API documentation planReady
Infrastructure as Code planPlanned
CI/CD pipeline planReady
Security architectureGuarded
Monitoring architectureReady
Marketplace architectureSimulated
Growth engine architectureSimulated
MVP roadmapReady
Scale-up roadmapReady
Unicorn roadmapReady
Source code structureReady
Deployment planReady
Production launch planGuarded

Ready to see it for your idea?

Describe your business