Product Design Agency for AI Companies

The core difference is non-determinism. Traditional software does the same thing every time you click a button. AI products produce different outputs for the same input. This changes everything about how you design feedback, error states, trust signals, and user control. You also need to design for a product whose capabilities change as the model improves — the interface needs to accommodate that evolution.

Trust comes from three things: transparency about what the AI is doing, control over the output, and graceful failure when it gets things wrong. Practically, that means confidence scores, source citations, edit and override capabilities, and feedback mechanisms. We also design the onboarding experience to calibrate expectations — users who understand the tool's limits trust it more than users who think it is infallible.

AI product design ranges from $60K–$250K. A focused engagement on core interaction patterns and output UX starts around $60K. Full product design with research, prototype testing, design system, and ML team collaboration is $150K–$250K.

Yes. We have designed interfaces for conversational AI, document analysis tools, code generation products, and content creation platforms. Each has different interaction patterns — chat-based, canvas-based, inline-assist — and we design based on the user's actual workflow, not the model's architecture.