You will get AI App Development Specification - Complete Pack to Build with AI
Project details
A professional development specification and project architecture that AI tools can actually follow - for web SaaS, mobile apps, internal tools, or any other project.
This service delivers a complete, build-ready blueprint covering:
• Screens (pages or app sections);
• database (schema and values);
• APIs (internal functions);
• Integrations (external services);
• Validation rules (security and standards);
• UX/UI structure;
• SEO;
• Market approach.
Reviewed by a human to avoid common AI mistakes.
App AI Dev - The right path to build with AI. It's the #1 step before starting any project.
HQ Input for AI Dev Builders
• Deliver faster the desired project
• Spend less tokens to develop
• Working SaaS or App for your idea
Example:
• it takes about 30 minutes to build everything
• average cost per app with about 10 screens is ~12$
• the output is market-optimized function
Works With Popular AI Dev Tools:
• Replit, Lovable, Vercel, Base44, Bolt, Retool, Rocket, and more.
• Cursor, GitHub Copilot, Claude Code, GPT Codex, Devin, Augmented Code, etc.
You receive: Full project specification and architecture designed for AI tools to build your SaaS, app, script.
This service delivers a complete, build-ready blueprint covering:
• Screens (pages or app sections);
• database (schema and values);
• APIs (internal functions);
• Integrations (external services);
• Validation rules (security and standards);
• UX/UI structure;
• SEO;
• Market approach.
Reviewed by a human to avoid common AI mistakes.
App AI Dev - The right path to build with AI. It's the #1 step before starting any project.
HQ Input for AI Dev Builders
• Deliver faster the desired project
• Spend less tokens to develop
• Working SaaS or App for your idea
Example:
• it takes about 30 minutes to build everything
• average cost per app with about 10 screens is ~12$
• the output is market-optimized function
Works With Popular AI Dev Tools:
• Replit, Lovable, Vercel, Base44, Bolt, Retool, Rocket, and more.
• Cursor, GitHub Copilot, Claude Code, GPT Codex, Devin, Augmented Code, etc.
You receive: Full project specification and architecture designed for AI tools to build your SaaS, app, script.
AI Algorithms
Large Language Model, Long Short-Term Memory NetworkAI Applications
AI Content Creation, AI Mobile App Development, AI-Enhanced Classification, AI-Generated CodeAI Tools
ReplitAI Models
ChatGPT, GPT-4, OpenAI CodexWhat's included $99
These options are included with the project scope.
$99
- Delivery Time 1 day
- Number of Revisions 1
- AI Model Integration
- Database Integration
- Image Upscaling
- Model Deployment
- Model Documentation
- Model Monitoring
- Prompt Engineering
- Setup File
- Source Code
Optional add-ons
You can add these on the next page.
Extended Support
+$50
AI Development
+$200Frequently asked questions
About Leo
AI Project Expert | Automation | AI Agents | AI Workflows | SaaS & App
Sofia, Bulgaria - 5:10 am local time
Expert: SaaS | App | Internal Tool | Automation | Agentic System
HIGHLIGHTS:
[1] Understand your project precisely in a single call (up to 1 hour)
[2] Organize the entire project in 24 hours (48h for complex builds)
[3] Full setup of AI integration with the right tools for your business
I can organize your entire business, set up the dev-to-launch process, manage the team, and even develop efficiently with premium AI solutions.
Systematic Services for HQ Output.
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BUSINESS SOLUTION
Covering the entire product process (from Idea to MVP and PMF) with business mindset and technical expertise:
✓ Project setup & Team leadership;
✓ Roadmap (Gantt Chart, Timeline);
✓ North Star, OKRs;
✓ P&L, Unit Economics, Value-chain;
✓ Backlog, User Stories;
✓ JTBD, User Behavior;
✓ QA specifications (UAT, DoR, DoD, test metrics);
✓ Persona Profiling;
✓ Security frameworks and compliance guidance;
✓ Tech Documentation;
✓ Distribution channels, Social Media, Ads;
✓ Agile Dev, CI/CD, PRs, Case Protocols;
✓ Full specification;
Niche Expertise: eCommerce, SaaS, Mobile App, Payments, AI, Creator Economy, Web3 (Crypto), Automation, Streaming, Big Data
PM Tools: Jira, Notion, ClickUp, Craft.io, Monday, Git Projects, etc.
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AI PROJECT EXPERTISE
✓ Agentic Systems (LangFlow, LangChain);
✓ Guardrails & Evals preventing hallucinations and bad patterns;
✓ MCP Setup (Remote access, Reporting);
✓ Chain-of-Prompt (Context Memory);
✓ Contextual Engineering (Internal System);
✓ Dev AI (AI Tools, IDE Extension, CLI agent);
✓ RAG System (Self-hosted or Cloud);
✓ Prompt Engineering Mastery (token/memory based);
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AI TOOLS
✓ Anthropic (Projects, Prompts, MCP, Code, Skills, API);
✓ OpenAI (GPT, Projects, Custom GPT, Assistant, UI Kit);
✓ Supabase, Inngest, Trigger.dev, Dify, n8n, Gemini;
✓ Replit, v0, Lovable, Bolt, Retool, Copilot, and more;
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INFRA SETUPS
✓ Frontend: React, Next.js, Flutter, Svelte, React Native;
✓ Scripts: Vue.js, Node.js, Python, PHP (Laravel);
✓ Databases: PostgreSQL, Supabase, MySQL, Redis, Upstash;
✓ Hosting: Railway, Vercel, Digital Ocean, AWS;
✓ Infrastructure: Pinecone, Weaviate, Inngest;
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PRODUCT MANAGEMENT
✓ Complete technical specifications (architecture, schemas, APIs);
✓ Tested AI prompts optimized for your chosen tool;
✓ Integration configuration with validation steps;
✓ Security frameworks and compliance guidance;
✓ GitHub repository structure and setup;
✓ QA specifications (UAT, DoR, DoD, test matrices);
✓ Cost & timeline estimates with AI development projections;
✓ Communication & Team Lead - Slack, Teams, Meet, Zoom;
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INTEGRATIONS
✓ Payment systems (Stripe, Apple Pay, Google Pay);
✓ CRM, business tools, headless CMS (Directus, Sanity, Payload, etc);
✓ Database design (SQL, NoSQL, PostgreSQL, graph, vector stores);
✓ API contracts (REST, GraphQL, gRPC, WebSockets);
✓ Auth providers (SSO, SAML, OAuth, passwordless);
✓ AI (Analysis, Automated I/O, Automation);
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IDEAL FOR
→ Companies looking for an expert to handle the Project;
→ Founders shipping MVPs with AI tools;
→ Build directly PMF project for funding;
→ Startups needing production-grade specifications;
→ Agencies adopting AI-assisted development;
→ Teams struggling with AI tool consistency;
→ Projects requiring compliance (GDPR, finance);
→ Solopreneurs in a need of expert assistance;
→ Teams looking for proper AI Integration;
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HOW IT WORKS
1 → Schedule a quick 30-minute call
2 → Discuss the output you need
3 → Arrange the contract (fair for both sides)
→ Let's make things happen:
Ready to ship with confidence? Let's take the first step!
Steps for completing your project
After purchasing the project, send requirements so Leo can start the project.
Delivery time starts when Leo receives requirements from you.
Leo works on your project following the steps below.
Revisions may occur after the delivery date.
Project Submission
Get access to an intake form to submit your project idea, requirements, goal, and functions. It takes about 1-2 minutes to fill the form so I can have precise understanding of your project and approach.
Download the Files
Get the project-specific files: full dev specification and architecture with appropriate instructions made for AI builders. The universal documentation helps you build faster, cheaper, and more effectively.