We present a novel architectural framework for oracles in Distributed Ledger Technology (DLT), crafted to enhance the interaction between smart contracts and external data sources. Oracles play a crucial role in bridging the deterministic nature of blockchains and the dynamic external environment, enabling smart contracts to access real-world data required for their execution. Our architecture introduces a modular design, consolidating data storage and processing to enhance scalability and security throughout the system. The architecture facilitates autonomous task execution crucial for real-time smart contract functionality, activated by customizable conditions to accommodate various use cases ranging from decentralized finance to supply chain management. To promote decentralization and enhance fault tolerance, we recommend establishing oracle networks that utilize robust consensus mechanisms for data consistency and security. Security measures embedded in our framework involve the incorporation of advanced encryption, isolated operational modules, and the utilization of private nodes to safeguard against data tampering and unauthorized access. These tactics safeguard the integrity of data transactions and the dependability of the oracle network. Our proposal aims to increase the significance of oracles within DLT settings, with the goal of promoting broader acceptance and effectiveness in operations. The proposed architectural approach is positioned to offer a solid positioning for the progression of decentralized applications, guaranteeing the safe and dependable incorporation of external data into blockchain ecosystems.