Compliance-AI

Development of Compliance AI Web Application for Media and Text Data Management

Executive Summary

This case study covers Compliance AI, a web application developed to streamline media and text data management for a major media company. Faced with inefficient manual processes and regulatory compliance challenges, the client needed an advanced solution. Compliance AI automates audio transcription, compliance checks, and sentiment analysis using Gen AI/ Large Language Models. It audits audio to identify inappropriate content and supports efficient onboarding of new audio content, significantly enhancing operational efficiency and regulatory adherence.

Revolutionizing Real Estate Sales Transactions through AI Innovation

Enhancing accuracy

This project strives to transform the real estate sales transaction process by harnessing state-of-the-art AI technologies.The innovative approach proposed involves the utilization of Language Models (LLMs) and advanced deep learning models.The primary objectives are to enhance accuracy, streamline efficiency, and achieve scalability in real estate transactions.The integration of cutting-edge technologies marks a significant shift in the traditional real estate industry paradigm. The use of LLMs and deep learning models ensures a sophisticated and precise methodology for transactional processes.The focus is on continuous monitoring and updates, underlining the commitment to sustained and long-term success.This initiative aims to revolutionize how real estate transactions are conducted, paving the way for a more efficient and effective system.

The Challenge

Our client, a leading media production company, faced significant difficulties in managing and analyzing their audio content sourced from wide agent network to ensure compliance with regulatory standards and multiple regulations applicable within united states. The manual processes for handling large volumes of media data created inefficiencies and made it challenging to enforce content appropriateness. The lack of automation hindered their ability to effectively maintain the flow of content required for smooth operations. They required a sophisticated AI-driven solution to streamline content management, detect inappropriate material, perform sentiment analysis, and ensure regulatory adherence efficiently.

OUR SOLUTION

1

Custom Solution Design

Based on the assessment, we designed a tailored Compliance AI application that includes features for automated feed of content, audio transcription, compliance audit, and sentiment analysis. The design focused on selection of appropriate LLM and fine tuning the same for given set of regulations to effectively audit inappropriate content and maintain regulatory compliance.

2

Agile Development

We used agile development methodologies to build the application incrementally. This approach allowed for rapid iterations, incorporating client feedback and adjustments to ensure the solution met their specific needs.

3

Integration and Testing

The application was integrated with existing systems to ensure seamless operation. Extensive testing was conducted to validate the functionality and accuracy of the automated processes and compliance features.

BENEFITS

Automated feed of content

Our system has standard RSS feed-based architecture as well as allowing agents to easily upload audio files, which are then transcribed and audited for various compliance and sentiment metrics. This feature simplifies the workflow for agents and ensures that all audio interactions are documented and evaluated.

Sentiment Analysis and Emotional Tone Identification

We employ sophisticated sentiment analysis algorithms to assess the emotional tone of transcribed content. This helps in understanding customer satisfaction and agent performance, providing valuable insights into interactions.

Auditing Inappropriate Content and Red Flags in Transcript Data

Our solution leverages advanced and fine-tuned LLMs techniques to automatically audit transcripts for content violations against potential red flags. This ensures that any harmful or non-compliant content is promptly identified and addressed.

Effective Summarization of Text Data

The solution provides automated summarization of lengthy text data, allowing employees to quickly grasp essential information without sifting through extensive documents, thus saving time and enhancing productivity.

Featured Case-Studies

Energy and Utility

Energy and Utility project highlights the pivotal role of technological innovation in shaping the future of the industry. Through the strategic implementation of cutting-edge solutions, we have witnessed a substantial enhancement in operational efficiency, sustainability practices, and overall performance. As we navigate the dynamic landscape of energy and utilities, it is evident that embracing innovative technologies is not merely a choice but a necessity for building a resilient and sustainable future in this crucial sector.

Testing

This project aims to transform the testing phase by integrating advanced methodologies. Employing cutting-edge testing models and deep learning approaches guarantees a testing process marked by precision, effectiveness, and scalability. Ongoing monitoring and updates are essential for ensuring the sustained effectiveness of this groundbreaking testing strategy.