Apta Decentralized Finance Vertical

Apta for Decentralized Finance(DeFi) is a specialized vertical within the Apta platform, designed to provide comprehensive insights into the DeFi market. It will be our first vertical and will be launched in collaboration with Hero. As a personalized search engine, Hero serves as an interactive tool for users to engage in discussions and receive up-to-date information about various aspects of the DeFi market. This vertical utilizes a robust array of constantly updated public and proprietary data sources, blockchain integration, enabling it to deliver deep insights and real-time updates to users.

The core capabilities of Apta include educational services, where users can learn about cryptocurrency terminology and fundamental concepts such as decentralized finance. Additionally, it offers live probing features that allow users to query the latest values of cryptocurrencies and related market data. Apta is also equipped with tools to identify illegitimate and fraudulent projects, a process known as rug pull identification, enhancing user safety in investment decisions. Furthermore, it provides influencer validation and comparative analysis, enabling users to assess trends across different crypto tokens effectively.

​

Through these features, Apta not only educates but also empowers users with critical data and analysis, helping them make informed decisions in the volatile crypto market. To handle the specialized needs of different industries, a series of cutting-edge, state-of-the-art "expert AI Logic modules" have been developed. These modules have highly specialized functional capabilities, such as blockchain data analysis validating influencers, extracting insights from social media discussions, performing deep quantitative analysis of live data and much more.

Apta addresses the limitations of generalist LLM systems by adopting a fundamentally different approach. Instead of relying on parametric memory or web searches, Apta for DeFi leverages niche expert systems to generate highly insightful features tailored to the cryptocurrency markets.

Unlike generalist models, which spread their capabilities across a wide range of topics, Apta focuses on developing deep expertise in specific areas. This specialization allows Apta to leverage structured databases containing vast live data and trends, enabling highly informative and directed responses within particular domains. Furthermore, the model is designed to access textbooks and fundamental domain knowledge, facilitating easy retrieval of queries for specific niche concepts.

Apta’s core strength lies in its ability to harness the power of niche expert systems collaborating together. These systems specialize in specific domains, offering deep insights that generalist models cannot match. For example, in the cryptocurrency domain, users often seek information on whether a coin is legitimate or a potential rug pull. Apta's expert systems analyze various factors, such as market trends, historical data, and social media sentiment, to provide a comprehensive assessment of a coin's legitimacy. These features are continually updated and preprocessed to ensure accurate and relevant information.

To enhance reliability and efficiency, we combine outputs from multiple models through ensembling techniques and maintain our systems' integrity and alignment with human values through continuous updates and robust security measures. Apta also incorporates gradient-boosted decision trees to manage tabular data more effectively than traditional deep learning methods.