AI Integration

Three ways to bring AI into your product, from smart enhancements to full AI-first experiences

Choose your AI strategy

Not every product needs AI at its core. Some benefit from targeted enhancements. Others become fundamentally better when AI shapes the entire experience. And all products benefit when AI accelerates how they're built.

We'll help you choose the right approach—or combination of approaches—based on your product vision, timeline, and market position.

AI-Enhanced Applications

Add intelligent features to existing workflows—recommendations, smart filters, content generation—without rebuilding from scratch.

Pricing: Initial: $15K–$50K | Monthly: $3K–$15K

Key benefits

  • Faster time to market with incremental AI features
  • Lower risk by enhancing proven workflows
  • Immediate user value with familiar interfaces
Learn more about AI-Enhanced Applications

AI-First Experiences

Build products where AI defines the core experience—users express intent, AI delivers results, and the interface fades into the background.

Pricing: Custom pricing based on scope

Key benefits

  • Strong differentiation in crowded markets
  • Natural language interfaces that feel magical
  • Products that improve as AI models advance
Learn more about AI-First Experiences

AI-Assisted Workflow

Accelerate how your product gets built—AI powers design, coding, testing, and operations behind the scenes for faster, higher-quality delivery.

Pricing: Included in all projects

Key benefits

  • Faster feature delivery with smaller teams
  • Fewer bugs through AI-powered testing
  • More time for strategic work vs. boilerplate
Learn more about AI-Assisted Workflow

How to choose the right approach

Start with AI-Enhanced Applications if:

  • You have an existing product or proven workflow
  • You want to add AI features incrementally
  • Users are comfortable with the current interface
  • You need quick wins with measurable impact

Go AI-First Experiences if:

  • You’re building something new from scratch
  • The existing category feels outdated or cumbersome
  • You can describe a "can’t go back" AI-powered experience
  • Strong differentiation is critical for your market

AI-Assisted Workflow is:

  • Included in every project. We use AI throughout our development process to deliver faster, with higher quality, regardless of which AI approach you choose for your product.

Not sure which approach fits best?

Let's talk about your product vision and market. We'll help you choose the AI strategy that matches your goals, timeline, and budget.

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