Crypto Briefing is a U.S.-based digital media platform delivering market insights, in-depth reporting, and educational content on cryptocurrency and blockchain. As content volume grew, the platform required faster and more reliable AI-driven summarization while preserving journalistic credibility.
Cplus Soft partnered with Crypto Briefing to enhance its AI-powered news application by building a high-precision summarization and source extraction system, enabling scalable content workflows with accurate attribution and consistent quality.
Crypto Briefing faced challenges in summarizing complex articles while accurately identifying original sources. Articles often included multiple links and citations, making source detection difficult. Key challenges included:
Difficulty identifying original sources among multiple references. Prompt sensitivity causing inconsistent AI outputs. Maintaining consistency across publishers and writing styles. Ensuring proper attribution for journalistic credibility. Scaling summarization to new content types and languages.
These challenges slowed editorial workflows and risked reducing trust in AI-generated summaries.
Cplus Soft engineered an AI-driven summarization and source extraction platform using precision prompt engineering. The system accurately detected original sources, including embedded URLs, and generated summaries in multiple formats. Modular prompt frameworks, benchmarking scripts, and scalable architecture enabled consistent outputs, faster turnaround, and future expansion without major re-engineering.
Months
Screens
Accurate Source Detection
Consistent Outputs
Faster Summarization
Attribution Integrity
Scalable Workflows
Editorial Independence
Our accelerated method for turning concepts into scalable digital solutions is called Cplus Velocity. Our team provides innovation quickly, from AI-driven automation to custom software and mobile apps, assisting companies in growing and remaining prepared for the future.
Cplus Soft is a global technology partner delivering AI-driven software engineering and digital transformation solutions across MENA, UK, US, and Pakistan. For over 15 years, we help startups and enterprises build scalable, intelligent digital products powered by Machine Learning, Computer Vision, and Generative AI.