Turn Speech into Actionable Financial Insights with Generative AI and Real-Time Data

Executive Overview

Entrepreneurs, freelancers, and small-business owners often need quick answers to financial questions but lack the time or expertise to navigate complex accounting dashboards.
From tracking overdue invoices to analyzing cash-flow spikes, users struggle to interpret data—especially when multitasking or working remotely.

Yaqeen Technology Consulting LLC, an AWS Advanced Tier Services Partner with deep expertise in Generative AI, built the Yaqeen GenAI Business CoPilot™—a voice-enabled financial assistant that turns spoken questions into real-time insights.
By leveraging AWS services, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG), the solution delivers natural, conversational answers through secure integrations with QuickBooks and other accounting systems.

Challenge

Traditional accounting platforms like QuickBooks offer valuable data, but lack conversational, voice-first interfaces.
Users must manually sift through dashboards, filters, and reports to get answers—interrupting workflow and reducing productivity.

There was no way to:

Ask natural, voice-based financial questions (“What’s my cash flow this week?”)
Receive real-time summaries or alerts without logging into the system
Access a hands-free assistant that could proactively surface trends or anomalies

Business owners needed a secure, context-aware, and intelligent voice assistant that simplifies access to financial insights while maintaining data integrity.

Solution

Yaqeen Technology developed the Yaqeen GenAI Business CoPilot™, a voice-enabled Generative AI assistant that securely connects to QuickBooks Online and responds to natural-language financial queries in real time.

The solution integrates AWS AI services with LLM-powered reasoning and RAG frameworks to combine structured accounting data with unstructured business knowledge—such as invoices, tax documents, or contracts—to deliver context-rich responses.

Key Capabilities

Conversational Financial Assistant – Ask “What were my Q2 expenses?” and get instant spoken answers.
Real-Time QuickBooks Integration – Securely connects via APIs to always-current financial data.
RAG-Enhanced Intelligence – Combines structured and unstructured financial context for accurate reasoning.
Voice Output & Multi-Channel Access – Available through Alexa, mobile, or web interfaces.
Smart Alerts & Notifications – Proactively flags unusual spending, cash-flow dips, or overdue invoices.

Key Featured Implemented

A time-consuming process full of missed opportunities

Initially, Base39’s clients had to perform loan analyses manually, limiting them to a maximum of 50 analyses per day per person. This process led to high personnel costs due to erratic staffing requirements—the volume of proposals varied greatly throughout the month—as well as delays in loan approvals of up to three days. Larger clients who invested in data scientists for traditional machine learning (ML) models still missed numerous loan approval opportunities due to the lengthy process of adjusting traditional ML models for specific rules—often taking months to implement due to extensive code deployment required for each new data source.

Generative AI on AWS, with Amazon Bedrock, has transformed Base39 by significantly cutting costs and speeding up our loan processing in just two weeks; imagine what we can achieve in the coming months.

AWS Services Used

Amazon Lex

Natural-language understanding and voice input

Amazon Polly

Realistic speech synthesis for AI voice responses

Amazon Bedrock

Foundation-model inference and RAG pipeline

Amazon API Gateway + AWS Lambda

Real-time session and conversation data store

Amazon S3

Document and invoice storage

Amazon QuickSight

Visual analytics for trend dashboards

Results

Hands-Free Insights
Users access financial data anytime—without logging in or navigating reports.
Faster Decision-Making
Real-time summaries and proactive alerts improve agility and responsiveness.
Reduced Complexity
Non-financial users interact naturally with accounting systems through voice or chat.
Secure and Scalable
Built on AWS for end-to-end security, role-based access control, and elastic scalability.

Example Voice Interactions

User: “How much did I spend on marketing last month?”
AI Assistant: “You spent $7,820 in May — 12% more than April.”

User: “Any overdue invoices from top clients?”
AI Assistant: “Yes. Acme Corp has an overdue invoice of $3,200, 15 days past due.”

User: “Summarize my profit and loss for this quarter.”
AI Assistant: “You earned $42,000 in net income, with $95,000 in revenue and $53,000 in expenses.”

About the AWS Partner

Yaqeen Technology Consulting LLC is an AWS Advanced Tier Services Partner specializing in AI/ML, data engineering, and cloud-native transformation.
Yaqeen enables organizations to harness Generative AI for operational efficiency, analytics automation, and business innovation across regulated industries.

AWS Certifications Held by the Yaqeen Team

AWS Certified AI Practitioner
AWS Certified Machine Learning – Specialty
AWS Certified Security – Specialty
AWS Certified Advanced Networking – Specialty
AWS Certified Solutions Architect – Associate

AWS Certified Cloud Practitioner