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Contact centers handle thousands of customer interactions daily, but only a small fraction are reviewed due to time and cost constraints. This leads to undetected compliance violations, inconsistent agent performance, and missed customer insights—resulting in operational risk and reduced service quality.
Yaqeen GenAI QA Monitor™ is a fully managed SaaS solution powered by AWS, that uses Generative AI to automatically transcribe, analyze, and summarize 100% of your voice or chat conversations. It turns unstructured communication into actionable intelligence—empowering your QA, compliance, and operations teams with always-on insights.

Organizations that rely on SMS for critical communications—such as collections, healthcare, and financial services—often lack the resources to review messages at scale. This results in undetected compliance violations, inconsistent messaging standards, and delayed responses to high-risk interactions—ultimately exposing the organization to regulatory and reputational risk.
Yaqeen GenAI SMS Sentinel™ is a fully managed SaaS solution powered by AWS, that uses Generative AI to automatically monitor, analyze, and score 100% of your SMS communications. It transforms unstructured text conversations into compliance and performance insights—empowering QA, compliance, and customer operations teams to act in real time.

Organizations across industries struggle with operational inefficiencies, fragmented systems, and limited accessibility for non-technical users. Employees and customers alike face challenges when trying to retrieve information or complete tasks—leading to:
– Delayed decisions and poor task automation
– High support volume for routine queries
– Inaccessible tools for field or mobile users
– Limited visibility into user intent and interaction trends
– Underutilized enterprise systems (ERP, CRM, HRIS)
Yaqeen GenAI Business CoPilot™ is a multilingual, voice-enabled SaaS chatbot platform powered by Amazon Bedrock. It enables natural language access to business systems across departments—allowing users to ask questions, receive contextual responses, and complete tasks effortlessly via web or mobile interfaces.

Healthcare providers face an increasing burden of clinical documentation. Physicians, psychiatrists, and other clinicians spend excessive hours manually drafting progress notes, assessments, and treatment plans—often outside patient hours. This administrative overhead leads to:
– Burnout and reduced provider satisfaction
– Inconsistent or incomplete documentation
– Less time for direct patient interaction
– Delays in EMR updates impacting care coordination
– Compliance risks due to late or inaccurate entries
– Inability to scale documentation across practices
Yaqeen GenAI Clinical Scribe™ is a fully managed, HIPAA-compliant SaaS solution built on AWS and powered by Amazon Bedrock. It leverages real-time transcription and Generative AI to automate clinical note generation—allowing providers to focus on delivering care while the system handles documentation.

As an AWS Advanced Tier Partner, Yaqeen Technology helps organizations evaluate and improve their cloud architectures based on AWS best practices. Our Well-Architected Reviews are designed to help you reduce costs, improve performance, and strengthen security—at no cost to you.
Gain insights, reduce risks, and unlock savings in your AWS environment with expert guidance from Yaqeen Technology.



Reliant Capital Solutions, a leading financial services provider, faced challenges in manually analyzing high volumes of daily customer service calls. The company deployed a Generative AI-powered analytics engine on Amazon Web Services (AWS) to automatically score agent performance, tone, empathy, and compliance, resulting in a threefold improvement in QA efficiency and enhanced regulatory readiness.
Reliant Capital was manually reviewing thousands of calls each day to assess agent compliance, empathy, and adherence to internal policies. This manual effort was time-consuming, costly, and lacked scalability, leading to delays in quality assurance (QA) insights and potential regulatory exposure. Leadership needed a scalable, real-time solution to automate compliance scoring and elevate coaching effectiveness.
The AWS Partner implemented a Generative AI-based analytics engine that ingests call transcripts and scores each interaction based on compliance, tone, and empathy. Using a prompt-driven model and sentiment detection, the system identifies both high-risk and coachable calls.
AWS Services Used:
Amazon Transcribe for audio-to-text conversion
Amazon Comprehend for sentiment analysis
Amazon Bedrock for embedding foundation model inference
AWS Lambda for serverless processing
Amazon S3 for storing call data and transcripts
Amazon QuickSight for visual reporting and dashboards
“Auto-scoring with GenAI has streamlined QA and boosted both compliance and agent performance.”
— Darren, Compliance Director RCS
Real-Time Conversation Insights: Allowed supervisors to monitor live calls and post-call interactions without reviewing lengthy transcripts.
Sentiment Analysis & Call Scoring: Assessed both customer and agent sentiment, identifying frustration, confusion, or satisfaction.
Agent Coaching & Training Insights: Scored calls based on talk-to-listen ratio, interruptions, non-talk time, and detected issues—helping improve agent performance.
Seamless Integration: Insights were embedded directly into Reliant’s existing analytics applications for inbound and outbound operations.
Agents saved valuable time, allowing them to handle more calls and reduce queue times.
With call summaries handled by AI, agents concentrated on delivering better service during live interactions.
Managers quickly understood customer context without digging through transcripts.
Training programs were personalized using data-driven feedback from real interactions.
Enhanced visibility into agent behavior and customer pain points strengthened both quality control and compliance protocols.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Partner with deep expertise in AI/ML, data engineering, and cloud-native transformation. Yaqeen empowers clients to leverage Generative AI solutions for operational efficiency and compliance automation across regulated industries.
Entrepreneurs, freelancers, and small business owners often need quick answers to financial questions but lack the time or expertise to navigate accounting dashboards. From monitoring overdue invoices to analyzing cash flow spikes, users struggle with manual data interpretation—especially when multitasking or working remotely.
Legacy accounting tools like QuickBooks provide valuable data, but lack conversational, voice-first interfaces. There was no seamless way to interact with financial data using natural language, and no real-time assistant that could proactively deliver alerts, summaries, or trend insights—hands-free.
Yaqeen Technology built a Voice-Enabled Financial Copilot, an AI-powered assistant that connects securely to QuickBooks and responds to spoken financial queries in real time. The solution uses AWS services, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) to provide natural, context-aware responses via voice or screen.
Key Capabilities:
Conversational Financial Assistant: Ask natural questions like “What were my Q2 expenses?” and get real-time spoken responses.
Real-Time Integration: Securely connects to QuickBooks APIs to access up-to-date financial data.
RAG-Enhanced Intelligence: Combines financial records with knowledge from invoices, contracts, or tax docs.
Voice Output: Answers can be read out via Alexa, mobile apps, or web interfaces.
Smart Alerts: Users are notified about unusual spending or overdue invoices.
Voice-Enabled Financial Copilot
A GenAI-powered assistant that provides real-time responses to spoken financial queries by securely connecting to QuickBooks
Enterprise System Integration:
Connected QuickBooks with other core systems, allowing financial data to sync across departments in real time.
Cost Optimization:
Eliminated the need for on-premises servers and IT maintenance, reducing total cost of ownership.
Scalability for Growth:
Built a scalable architecture that allows PointApogee to expand resources without hardware upgrades or software reinstallation.
AI Assistant: “You spent $7,820 in May—12% more than April.”
AI Assistant: “Yes. Acme Corp has an overdue invoice of $3,200, 15 days past due.”
AI Assistant: “You earned $42,000 in net income, with $95,000 in revenue and $53,000 in expenses.”
Users access financial data anytime, without logging in or clicking reports.
Real-time summaries and alerts improve business responsiveness.
Non-finance users interact easily with financial systems using voice.
Built on AWS for high reliability, user access control, and flexibility.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Partner with deep expertise in AI/ML, data engineering, and cloud-native transformation. Yaqeen empowers clients to leverage Generative AI solutions for operational efficiency and compliance automation across regulated industries.
A leading mental health clinic partnered with Yaqeen Technology to reduce physician burnout and improve documentation accuracy. By deploying a secure, GenAI-powered solution on AWS, the clinic automated transcription and clinical note generation, with notes seamlessly integrated into the Electronic Medical Record (EMR) system—freeing up provider time and enhancing patient care.
Psychiatrists were manually documenting patient sessions—an error-prone, time-consuming process that extended into after-hours. This led to inconsistent records, provider fatigue, and limited time for patient engagement. The lack of real-time transcription and automated note updating slowed clinical workflows and introduced compliance risks.
Yaqeen Technology, an AWS Partner, implemented a Generative AI-powered solution built on AWS services:
Amazon Transcribe for real-time transcription
Amazon Comprehend Medical to identify clinical insights
Amazon Bedrock to generate structured clinical notes via dynamic prompts
AWS Lambda for orchestration and EMR API integration
Amazon S3 for secure transcript storage
Generated notes are automatically updated to the clinic’s EMR, ensuring seamless documentation without manual entry.
“With GenAI and AWS, we finally have real-time, accurate notes in our EMR—without the after-hours burden.”
— Dr. Sarah Mitchell, Medical Director
Sentiment & Contextual Analysis:
Advanced NLP techniques detected tone, urgency, and emotional cues—essential for risk scoring and prioritization.
Relationship Discovery:
The platform identified contextual links between documents, revealing trends, dependencies, and case histories at scale.
Manual Validation for Compliance: While 90% of work was automated, RMS could manually review and validate AI/ML results to ensure full compliance with regulatory standards.
Psychiatrists now spend significantly less time documenting after each session.
Clinical notes are automatically updated to the EMR within minutes of each appointment.
Physicians no longer need to finish documentation outside clinic hours.
AI-generated notes are consistent, complete, and aligned with regulatory standards.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Partner specializing in deploying GenAI-powered automation, NLP, and real-time analytics solutions. We help regulated industries transform manual quality processes into intelligent, scalable, and audit-ready systems on AWS.
Recovery Management Services (RMS), a financial services provider, needed a scalable way to ensure that thousands of daily SMS messages adhered to compliance standards and maintained proper tone. By implementing a Generative AI (GenAI)-based analytics pipeline on AWS, the company now auto-scores 90% of text messages in real-time, significantly reducing regulatory risk and enhancing customer communications.
With thousands of SMS messages exchanged daily, RMS faced the challenge of manually reviewing texts for tone, sentiment, and policy adherence. The manual process was time-consuming, inconsistent, and insufficient to detect potential escalations or compliance issues, increasing exposure to regulatory penalties and customer dissatisfaction.
The AWS Partner implemented a Generative AI-based SMS analytics pipeline that evaluates the sentiment, tone, and compliance of each text message in real-time. Messages are automatically scored, flagged for escalation, and stored for audit-ready insights, enabling proactive quality assurance (QA).
AWS Services Used:
Amazon Bedrock for foundation model inference
Amazon Comprehend for natural language processing and sentiment detection
Amazon S3 for storing SMS data
Amazon DynamoDB for real-time metadata tracking
AWS Lambda for serverless orchestration
Amazon SNS for real-time alerting and escalations
“Now we catch and respond to compliance issues instantly—this GenAI SMS tool is a game-changer.”
— Darren, Compliance Director
Sentiment & Contextual Analysis:
Advanced NLP techniques detected tone, urgency, and emotional cues—essential for risk scoring and prioritization.
Relationship Discovery:
The platform identified contextual links between documents, revealing trends, dependencies, and case histories at scale.
Manual Validation for Compliance: While 90% of work was automated, RMS could manually review and validate AI/ML results to ensure full compliance with regulatory standards.
GenAI processed and scored 90% of messages in under 5 seconds, eliminating manual review delays.
Immediate notifications enabled quicker escalation and resolution of compliance-sensitive messages.
Automated sentiment and compliance checks ensured consistent monitoring and audit readiness.
Insights into tone and sentiment helped agents refine communication and maintain brand consistency.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Partner specializing in deploying GenAI-powered automation, NLP, and real-time analytics solutions. We help regulated industries transform manual quality processes into intelligent, scalable, and audit-ready systems on AWS.
Customer-Agent Matching:
AI-powered routing to match customers with the most suitable agents based on behavior, case type, and historical data.
Contact Forecasting:
Predictive modeling to forecast call volume trends and peak contact times.
Staffing Optimization:
AI-based staffing recommendations to reduce overstaffing or understaffing and maintain service levels.
Preferred Communication Channels:
Identify the best channel (SMS, email, phone) for each customer to increase response rates.
Best Time to Contact:
Optimize outreach windows to improve connection and recovery rates.
Recovery Curve Forecasting:
Model account behavior to predict payment timelines and maximize recovery.
Delivered intuitive dashboards to monitor performance KPIs, customer engagement trends, and agent effectiveness.
Continuous improvement of models using historical performance data and agent feedback.
Seamlessly integrated with Reliant’s CRM and dialer tools to ensure smooth operations.
Guided Reliant through change management and adoption strategies to ensure measurable outcomes.
Agents resolved cases faster with predictive insights and better match logic.
Targeted outreach strategies boosted engagement and repayment activity.
Smarter staffing and reduced manual processes lowered overhead costs.
Personalized, timely outreach led to improved customer experiences and outcomes.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Partner specializing in deploying GenAI-powered automation, NLP, and real-time analytics solutions. We help regulated industries transform manual quality processes into intelligent, scalable, and audit-ready systems on AWS.
Indy Clinical Research is a trusted provider of clinical trial services, specializing in patient recruitment, management, and monitoring for a wide range of therapeutic areas. With a focus on improving trial outcomes, Indy Clinical Research needed to enhance patient retention and reduce costly dropouts, ensuring that clinical studies remained on track and met recruitment goals.
Predictive Patient Analytics: The system used historical and real-time data to assess the likelihood of patients missing appointments or dropping out of treatment regimens, factoring in factors such as appointment history, treatment adherence, and health status.
Proactive Alerts & Interventions:
Healthcare providers were alerted to high-risk patients, enabling them to take proactive measures such as reminders, check-ins, or support to keep patients engaged.
Patient Engagement Tools:
Integrated tools to improve communication and ensure continuous patient engagement throughout the trial process, offering patients reminders and support as needed.
Real-Time Data Processing:
The system continuously analyzed new data, refining its predictions and improving patient retention strategies.
Created personalized dashboards for clinical managers to track dropout predictions, patient status, and intervention success.
Integrated with existing electronic health records (EHR) and clinical trial management systems (CTMS) for seamless data flow.
Delivered detailed reports on predictive accuracy and intervention outcomes to refine the strategy over time.
Provided ongoing training and support to ensure staff fully understood how to utilize the predictive analytics tool.
Predictive analytics helped reduce patient dropouts by over 30%, improving trial completion rates and data integrity.
By addressing patient retention issues proactively, Indy Clinical Research minimized the financial impact of missed appointments and unused treatment plans.
Better forecasting allowed Indy to optimize patient appointments and avoid wasting clinical trial slots.
Patients stayed engaged longer, thanks to timely interventions and improved communication.
Yaqeen Technology Consulting LLC is an AWS Advanced Tier Partner specializing in deploying GenAI-powered automation, NLP, and real-time analytics solutions. We help regulated industries transform manual quality processes into intelligent, scalable, and audit-ready systems on AWS.







Yaqeen Technology is a portfolio company of Yaqeen Corp.
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