How much does AI development cost? Comprehensive breakdown of AI project costs, from simple integrations to custom ML models.
AI development costs vary dramatically—from $5,000 for simple API integrations to $500,000+ for custom ML systems. This guide helps you understand AI pricing and budget appropriately.
AI Development Pricing Tiers. Tier 1 - API Integration ($5,000-$25,000): Integrate existing AI services like OpenAI, Claude, or Google AI into your app. Tier 2 - Custom AI Application ($25,000-$100,000): Build AI-powered features with fine-tuned models. Tier 3 - Custom ML Models ($100,000-$500,000+): Train proprietary models on your data.
Cost Factors Unique to AI. Data preparation and cleaning (often 60-80% of project time), model training and experimentation, GPU/compute costs, ongoing API costs, model monitoring and retraining, specialized AI talent.
AI API Costs (Ongoing). OpenAI GPT-4: ~$0.03-0.06 per 1K tokens. Claude: ~$0.01-0.02 per 1K tokens. Image generation: $0.02-0.05 per image. Custom model hosting: $500-$10,000/month.
AI Talent Costs. AI/ML Engineers: $150,000-$300,000/year (US). Data Scientists: $120,000-$200,000/year (US). AI consultants: $200-$500/hour. Agencies with AI expertise: $150-$300/hour.
Build vs. Buy Decision. Buy (use APIs): Lower upfront cost, faster implementation, but ongoing API costs and less customization. Build (custom models): Higher upfront cost, longer timeline, but full control and potentially lower long-term costs.
Cost Optimization for AI Projects. Start with pre-trained models and APIs. Use transfer learning instead of training from scratch. Implement caching to reduce API calls. Choose the right model size for your needs. Consider open-source alternatives.
SpeedMVPs AI Development. We build AI-powered MVPs in 2-3 weeks starting at $20,000. Our approach leverages cutting-edge APIs and models to deliver production-ready AI features without the complexity of custom model training.
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We've helped startups and enterprises worldwide transform their AI ideas into production-ready MVPs in 2–3 weeks. From fintech platforms to AI assistants, our global MVP development services have launched 18+ AI products serving users across the US, Europe, and Asia.

































From content platforms and AI assistants to analytics dashboards and fintech solutions—see how we've transformed ideas into production-ready MVPs in 2-3 weeks across diverse industries. Each product launched successfully, serving users globally.

AI-powered content creation and management platform that helps teams produce high-quality articles at scale.

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Global AI MVP development agency helping startups and enterprises launch AI products in 2-3 weeks using LLMs (ChatGPT, Claude, Gemini), custom ML, and production-grade engineering.
Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.