Toastfield.
AI
AI

AI Integration

AI features designed into the product itself.

We've shipped production AI features using OpenAI, Anthropic, and Replicate APIs, and we know the difference between a demo that impresses in a meeting and a feature people actually rely on.

Ideal for

Startups wanting to add AI features without hiring an ML team, or products where AI should be invisible and contextual rather than a chatbot overlay.

Pricing

$8,000 – $60,000

Adding an AI feature to an existing product typically runs $8,000 to $20,000. A full AI-native product or workflow runs $20,000 to $60,000.

What's included

  • AI feature scoping and architecture design
  • LLM integration (OpenAI, Anthropic, Gemini)
  • RAG pipelines and vector database setup
  • AI-native UX design (beyond chat UI patterns)
  • Prompt engineering, evaluation, and safety guardrails
  • On-device AI (Core ML, on-device models for iOS)

Ready to talk about ai integration?

Tell us what you're building. We'll put together a scoped proposal within 48 hours.

Start a conversation