Crypto users are expanding rapidly beyond on-chain native audiences. Most new users access blockchain functionality through intermediaries and embedded abstractions. A growing layer of infrastructure hides the underlying complexity of blockchain, enabling adoption without users being explicitly aware they are using crypto. As a result, real-world blockchain usage is scaling quickly.

Common use cases include:

Infrastructure opportunities emerge from two main forces:

Potential investment opportunities

Key risks

AI Penetration into Crypto Apps

AI features will increasingly be embedded into existing crypto applications to reduce complexity and smooth user workflows. However, trading remains highly stochastic and adversarial, and AI cannot reliably guarantee better outcomes. As a result, it is difficult for AI-native crypto apps to deliver a generalized, transformative, and consistently reliable user experience on their own.

Potential investment opportunities

Crypto AI builders consistently cite bottlenecks around data, prompt quality, secure guardrails, tool integration, model performance, and cost efficiency in real-world crypto scenarios. These constraints create several infrastructure-level opportunities:

Key risk

DePIN continues to solve big problems

DePIN takes time to mature. Building a reliable supply network can take years, and discovering sustained demand often takes just as long. However, DePIN is uniquely positioned to address large, risky, yet highly profitable problems at a global scale. As geopolitical tensions intensify and the world moves toward deglobalization, DePIN becomes a powerful coordination mechanism, aligning economic incentives and shared vision to connect participants across countries and cultures.

Potential problem areas