CLIENT: LARGEST CONSUMER BANK | INDUSTRY: BANKING |REGION: NORTH AMERICA

AI Solution for Lockbox Processing for Faster Business Payments

50%

Straight Through Processing

60%

Faster Processing Time

40%

Manpower Reduction

Solution Overview

Lockbox.ai

Lockbox.ai unleashes speed and accuracy by harnessing AI-Based technologies to automate data capture from checks, stubs, invoices, check and list in various formats. Effortlessly classify, segment, contextualize, and extract relevant fields, streamlining field display for seamless user triaging and downstream remittance processing.

Lockbox payment automation allows for the extraction of data from approximately 30 fields with exceptional accuracy at the field level. It presents these fields for triage, providing the operator with the capability to track all updates made. The solution offers several advantages, including data extraction accuracy of 90% or higher, enhanced efficiency in the remittance process resulting in reduced lockbox fees, achieving a straight-through processing rate of 50% or higher, improved customer service, increased accuracy levels, and seamless integration of new business units into the system.

CLIENT: LARGEST COMMERCIAL & RETAIL BANK | INDUSTRY: BANKING |REGION: NORTH AMERICA

Prevent Check Fraud with Computer Vision Based Image Analysis

90%

Fraud Detection with AI Automation

50%

False Positive Reduction

50%

Ops Loss Reduction

Solution Overview

Checkfraud.ai

Checkfraud.ai is an AI-powered solution that can assess checks from multiple channels, such as ATMs, branch deposits, and mobile deposits. This solution is hosted in a secure cloud environment and leverages both computer vision technology and AI to identify various types of fraud, including forgery and synthetic checks.

The solution utilizes a comprehensive approach to analyze checks, examining more than 20 distinct check elements and over 100 features in an image. This thorough analysis includes identifying counterfeit signatures, detecting alterations in the check amount, analyzing handwriting styles, and assessing a wide range of other elements that can only be detected through deep computational visual analysis. The check fraud solution aids in reducing false positives and fraud losses while also enhancing operational efficiency by minimizing manual review durations. Additionally, it empowers banks to proactively outpace fraudsters, ensuring enhanced security and protection for their customers.

CLIENT: LARGEST INVESTMENT BANK | INDUSTRY: INVESTMENT & RETIREMENT |REGION: NORTH AMERICA

Proprietary ESG Based Investment Signals From Glassdoor Reviews

10

Culture Themes Predicted

95%

Theme Prediction Accuracy

8

Scalable to more Themes

Solution Overview

Sentiment Analysis for Culture Score

In order to prove the hypothesis that companies with robust cultures perform better than those with weaker cultures, we initiated the development of an AI/ML system. This advanced solution evaluates company performance using a culture scorecard that includes various identified themes. Utilizing cutting-edge AI technologies, we successfully designed an AI solution capable of extracting culture-related themes from employee reviews on Glassdoor. Our analysis covered companies listed in russel 3000, MSCI USA, and S&P1500 in the United States.

Solution provides a proprietary investment signal that quantifies the strength of a company’s culture using cultural themes with actionable insights for all investment teams, as well highlights thought leadership of client’s approach to ESG.

The solution has the potential to be adapted for various applications involving sentiment analysis, such as social media, GDELT, earning call reports, investor reports, sustainability reports, and corporate actions classifications. It serves as the fundamental framework for a thematic engine, enabling its extension to other themes like clean water, circular economy, electric vehicles (EV), clean energy, and semiconductors, which can generate investment signals