Our Artificial Intelligence Approach
Our Innovative Responsible AI Solutions are constantly working to bridge the gap between humans and the simulation of human-intelligence processes by machines. Our team uses the latest techniques such as Machine Learning and Deep Learning, combined with Neural Network technology, we help our clients detect waste, fraud, and abuse in the Financial Services, Healthcare, Government, and Energy, Resources & Industrials sectors. Here are a few examples while more details can be found on our Industries page.
AI Successes in Financial Services
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Property Appraisal Risk Scoring - predict home appraisal risk.
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Mortgage Loan Surveillance and Compliance - predict loan payment status, predict payment defaulters, predict pre-payment, predict earnings potential from lenders, and predict non-performing assets using 6 Deep Learning Models.
AI Successes in Healthcare
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Pneumonia detection from Chest X-rays.
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Myopia prediction in children under the age of 12.
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Use AI algorithms to analyze large quantities of biomedical data to accelerate discovery of new ways to prevent, diagnose, and treat diseases.
AI Successes in Energy, Resources & Industrials
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Parts Failure Prediction for Oil & Gas - using a Recurrent Neural Network, we detect gas, oil, and water leakage via thermographic images.
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Reduce Risk of Industrial Workers Fatalities - using our AI-Vision platform for Real-time Collision Avoidance we are able to provide early detection between humans and vehicles.
AI Successes in Government
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Claims Processing - Use robotic process automation (RPA), natural language processing (NLP), and computer vision to digitize paper documents and accelerate processing.
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Human Resources - Use AI to optimize service recommendations and enhance customer engagement.
Our Data Engineering and AI/ML Platform Offering
(Momentum)
We have integrated our AI capabilities with our strategic partner Accure to bring industry a data engineering and AI/ML platform. It takes time and effort in this market to build models using programming techniques with Python, R, SAS, SPSS, then testing and retraining the models. Our application is a web-based application complete with a customizable web-based verification-and-validation (vnv) engine to pipe anomalous output for manual correction. The corrected outputs are provided as feedback to the model to retrain and improve the accuracy.
Our platform is comprised of Data Engineering, AI, Automation, MLOps, Warehouse, and Business Intelligence technologies. Momentum is best described as a data engineering and AI/ML platform for data engineers, scientists, and DevOps to rapidly develop, deploy, and derive business values. Our complete end-to-end architecture is available in its native format available on the AWS marketplace or can be deployed on-premises based off the needs of our clients. Additionally, our platform can utilize our clients' investments in technology such as H2O, C3.AI, Oracle, SAP, Automation Anywhere, UiPath, Data Robot, SAS, SPSS, Informatica, Talend, Tableau, Qlik, Power BI, and many others.
What Does Momentum Help You Do?
From all RDBMS, NoSQL, delimited, text, pdf, image, video, audio, sensor, satellite, Restful, medical image, S3, Google Cloud, and more.
Highly scalable, simple, UI-based engine to transform, merge, join, blend and filter all your data from multiple sources at scale and speed.
Automate data ingestion, transformation, processing, and exchange by building a customized pipeline to work with data in real-time, scheduled, or batch mode.
With a no-coding AI platform, perform automated feature engineering, train AI models, and deploy their production.
Train and deploy the image and video-based classification, object detection, and facial recognition models. Use pre-trained and customize OCR/ICR models.
Use or train models for language modeling, text summarization, POS, NER, sentiment analysis, document similarity, and more.
Create a digital workforce by automating repetitive tasks. Use AI models to build complex business process automation using an UI driven approach.
Visualize AI outcomes, monitor and track KPIs using a web-based dashboard with graphs and charts. Perform validation and verification with customizable workflow.
To learn more about our solution offering connect at AI@quantahub2.com or visit the AWS Marketplace for a 14-day Free trial.
AWS Marketplace: Momentum AI/ML (amazon.com)