💁Concierge

Overview

Altura Concierge is a personal AI agent with access to a dedicated crypto wallet. It can execute a wide array of tasks: booking travel, buying and selling NFTs, executing crypto trades, and even purchasing goods online. All actions are guided by LLM interpretation of the user’s requests combined with secure transaction pipelines and risk assessment systems.

Model Type & Architecture

• Core LLM for User Intent Understanding: A state-of-the-art LLM fine-tuned on instruction-following and conversational datasets accurately interprets user commands.

• Transaction & Commerce APIs: Integrations with travel booking systems, NFT marketplaces, crypto exchanges, and e-commerce platforms. The LLM orchestrates these services, converting user requests into standardized API calls.

• Fraud & Risk Layer (Graph-Based ML): Just like the Play Wallet, the Concierge uses graph-based ML for risk analysis. Before executing a purchase or trade, the system evaluates the trustworthiness of counterparties and identifies suspicious patterns.

• Retrieval-Augmented Information Queries: When asked to research a trading strategy or find the best hotel, the LLM queries vector databases and external APIs. It retrieves recent market data, travel ratings, and product reviews, blending them into coherent, user-friendly responses.

Underlying Tech

• LLM Orchestration: The LLM acts as a “brain” that parses user instructions and coordinates multiple services.

• Secure Transaction Handling: The Concierge has access to its own crypto wallet keys secured in an HSM. All transactions pass through fraud detection and policy layers.

Vector Databases & Retrieval: Embedding stores of vendor ratings, market data, and user preferences allow the Concierge to provide context-aware recommendations.