Ship enterprise apps faster with an AI Factory.
Our guided wizard helps your team specify complex apps and generates optimized prompt packs for Lovable, Orchids, and Claude Code with full multi-tenant isolation.

Everything you need to scale AI development.
AppOutlet bridges the gap between high-level business requirements and production-ready code generation.
Wizard-driven Spec
Answer logical questions about your app's architecture to generate a canonical AppSpec JSON.
Multi-tenant Design
Built-in patterns for organization-level tenancy and Row Level Security isolation.
SSO / SAML Readiness
Generate precise prompts that include robust authentication flows for modern enterprises.
Tool Adapters
Optimized prompt packs specifically tuned for Lovable, Orchids.app, Codex, and Claude Code.
Specialized Agents
Deploy agents with their own database and vector stores to manage domain-specific knowledge.
Knowledge Spaces
Store and share reusable knowledge securely within tenant or project scopes.
Governance & Audit
Full approval workflows for risky actions and detailed audit logs for compliance.
Export Bundles
Download complete Markdown documentation and versioned spec files for your Git repos.
The path from concept to code.
Stop guessing what the AI needs. Our factory approach ensures the highest signal-to-noise ratio in your prompts.
Specify via Wizard
Answer targeted questions about data models, user roles, and integrations. No technical jargon required.
Generate AppSpec
AppOutlet builds a canonical JSON specification that serves as the "source of truth" for your application.
Adapter Packs
Export prompt packs tailored to your favorite tool (e.g., Lovable or Claude Code) that include the full context of your spec.
Continuous Learning
As you build, specialized agents ingest your architectural decisions into Knowledge Spaces for future iterations.
See it in action.
Try the mini-wizard below to see how AppOutlet adjusts prompt generation based on your enterprise needs.
Simple, transparent pricing.
Start free, scale as your team grows. No surprise bills.
Pro ⭐ Most Popular
- Unlimited projects
- All 4 tool adapters
- Multi-tenant RLS generation
- 3 Knowledge Spaces
- Priority email support
Enterprise
- Unlimited everything
- SAML / SSO integration
- Dedicated success manager
- Custom adapter development
- SLA & compliance docs
Frequently asked questions.
AppOutlet provides a structured specification layer that removes ambiguity. Instead of a vague prompt, you provide a canonical AppSpec JSON that contains all architectural decisions — tenancy, auth, data models — giving the AI exactly what it needs to produce production-quality code on the first attempt.
We support Lovable, Orchids.app, OpenAI Codex, and Claude Code out of the box. Each adapter pack is specifically tuned to leverage the strengths and idiosyncrasies of each platform.
AppOutlet generates Supabase Row Level Security (RLS) policies as part of the prompt pack. Every query is scoped to the current organization automatically, preventing data leakage between tenants.
Your AppSpec data is stored encrypted at rest in your own Supabase project. AppOutlet never accesses your generated application code or databases directly.
Yes. Every spec version can be exported as a versioned JSON file or Markdown document bundle, ready to be committed to any Git repository.
Ready to build your AI Factory?
Join hundreds of engineering teams shipping faster with AppOutlet.