# 2.11 AI Stack

<mark style="color:orange;">**Adding AI Integration At RWAs Base Infrastruture Level**</mark>

1. **Problem:** Traditional Layer-1 infrastructures and blockchains struggle with seamless **real-world asset (RWA) integration** due to inefficient valuation and compliance frameworks.\
   **Solution:** OAE provides **AI-driven RWA pipelines** for frictionless onboarding, auditing, and valuation.
2. **Problem:** **Static oracles** lack the sophistication to deliver accurate, real-time data and are prone to manipulation.\
   **Solution:**  OAE **AI-powered oracles** ensure dynamic, real-time data feeds with anomaly detection and predictive accuracy.
3. **Problem:** **Regulatory compliance** on traditional infrastructures and blockchains is manual, slow, and prone to errors, resulting in high costs.\
   **Solution:**  OAE embeds an **AI compliance engine** that continuously monitors and enforces KYC/AML requirements while adapting to evolving regulations.
4. **Problem:** **Credit scoring for tokenized assets** relies on simplistic metrics, exposing lenders and investors to unnecessary risks.\
   **Solution:**  OAE **AI-driven credit scoring** uses advanced predictive models to mitigate risks and enable smarter lending.
5. **Problem:** **Complex user experiences** and fragmented tools hinder adoption by non-technical users and businesses.\
   **Solution:** OAE offers **AI-guided smart wallets** to simplify asset management, compliance, and yield optimization.
6. **Problem:** Traditional **governance models** fail to leverage insights for optimal decision-making and efficient validator performance.\
   **Solution:**  OAE **AI-enhanced governance** uses data-driven insights to select reliable validators and improve decision-making.
7. **Problem:** Balancing **data privacy** with blockchain transparency is challenging, particularly for financial data.\
   **Solution:**  OAE ensures **privacy-preserving computations** through AI-powered encryption and selective disclosure frameworks.
8. **Problem:** Developers lack access to **AI-enabled tools** for building advanced RWA-focused applications.\
   **Solution:**  OAE provides **AI-native SDKs and compliance modules** to empower developers with faster, smarter dApp creation.
9. **Problem:** **Tokenized RWA markets** face low liquidity and poor risk assessment, reducing their attractiveness.\
   **Solution:**  OAE **AI-driven asset performance modeling** enables accurate risk forecasting and better market stability.
10. **Problem:** Traditional Layer-1 chains prioritize **speed and cost** over innovation in real-world utility.\
    **Solution:**  OAE is the **“Intelligence-First Infrastruture and Blockchain,”** merging AI and Layer-1 technology to redefine utility and scalability.

<mark style="color:orange;">**AI Stack**</mark>

The AI stack will merge cutting-edge AI tools with Layer-1 technology at the base layer to redefine utility, scalability, and innovation of real-world assets. By seamlessly integrating AI at its core, OAE will provide intelligent infrastructure to transform RWAs, ensuring dynamic compliance, accurate valuation, and real-time data pipelines. It aggregates raw data from the OAE ecosystem and external sources, including:

* Blockchain and off-chain input data
* Data generated by core OAE features and products
* Data from Xend Solutions
* User activity data across key infrastructure components

These data are then processed through a privacy and anonymization layer (*where required*), grouped into relevant streams, and fed into appropriate training models. These models enable the creation, refinement, and delivery of **tailored AI solutions**. <br>

There are 4 AIs categories introduced by the AI Stack:&#x20;

* **WatchDogs**
* **Assistants**
* **Improvers**
* **Concepts**<br>

<figure><img src="/files/SDZ1ghtDqYn3oCYvmpE9" alt=""><figcaption><p>AI Stack Categories</p></figcaption></figure>


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