Data Science & Architecture Assessment

Customer Challenge

A leading global provider of prediction market intelligence and analytics needed to evaluate their market and competitive intelligence platform to determine opportunities to improve end-user experience and system performance.

Innovative Solution

Illumination Works reviewed the current state of the company’s data science capability and software architecture through a series of interviews, code and system walkthroughs, and review of software packages and databases.

Benefits/Outcomes

  • Presented recommendations to increase end-user trust improving quality and relevancy of content. These recommendations would improve identification of missing articles, reduce tagging errors, and duplicate content
  • Additional recommendations included to upgrade the software suite, establish a robust Data Science practice, and engage technical experts to accelerate the remediation process and stabilize the platform for planned growth

Business Value

  • Delivered recommendations for software and infrastructure investments to support data science platform
  • Identified value/risk for investments that best align with business goals including attracting new and retaining existing clients
  • Presented action plan and level of effort to close the gap from current to future state  

Toolbox

  • SaaS product to aggregate and integrate structured/unstructured data
  • Natural Language Processing (NLP) pipeline to process news articles
  • Machine Learning algorithms

Related Case Studies You May Like

Webinar: Blackhawk Helicopter Preflight Inspection Augmented Reality Application

Webinar: Blackhawk Helicopter Preflight Inspection Augmented Reality Application

Webinar: Paint Hangar Environmental Monitoring

Webinar: Paint Hangar Environmental Monitoring

Webinar: Making the Most of Your Sensors — Smart Facilities, Factories, and Labs

Webinar: Making the Most of Your Sensors — Smart Facilities, Factories, and Labs

Data Science & Architecture Assessment

Data Science & Architecture Assessment

Micro-Model Machine Shop Simulator – Smart Factory

Micro-Model Machine Shop Simulator – Smart Factory

Automating Data Rights Understanding

Automating Data Rights Understanding

Text Analytics of PDF Technical Documents

Text Analytics of PDF Technical Documents

Expert Capture Webinars

Expert Capture Webinars

Data Engineering & Data Science

Data Engineering & Data Science

Paint Hangar IoT Monitoring

Paint Hangar IoT Monitoring

Pre-Flight Inspection AR Application

Pre-Flight Inspection AR Application

Expert Capture Maintenance Training Pilot

Expert Capture Maintenance Training Pilot

Navy Automated Data Cleansing with ML

Navy Automated Data Cleansing with ML

Automated Data Capture and Prediction

Automated Data Capture and Prediction

Automated Data Crosswalks

Automated Data Crosswalks

Contract Conversion & Analytics

Contract Conversion & Analytics

Database Tuning & Optimization

Database Tuning & Optimization

Augmented Reality Tools to Increase Workforce Productivity Across the Enterprise

Augmented Reality Tools to Increase Workforce Productivity Across the Enterprise

Decision Support for Cyber Hygiene

Decision Support for Cyber Hygiene

Augmented Reality Engineering Collaboration

Augmented Reality Engineering Collaboration

Big Data Ingestion & Cloud Architecture

Big Data Ingestion & Cloud Architecture

Cloud-Native Azure PaaS Architecture

Cloud-Native Azure PaaS Architecture

Azure Data Integration Hub Modernization

Azure Data Integration Hub Modernization

Data Warehousing & Business Intelligence

Data Warehousing & Business Intelligence

App Service Azure Infrastructure

App Service Azure Infrastructure

Big Data Engineering for Improved Analytics

Big Data Engineering for Improved Analytics

Agile Big Data Development

Agile Big Data Development

Cloud-Based Big Data Analytics

Cloud-Based Big Data Analytics

Supply Chain Predictive Analytics

Supply Chain Predictive Analytics

Cost Allocation Rules Engine Modernization

Cost Allocation Rules Engine Modernization

Data Services Cloud Migration Support

Data Services Cloud Migration Support

Predictive Analytics for the Aircraft Digital Thread

Predictive Analytics for the Aircraft Digital Thread

On-Demand Maintenance Analytics

On-Demand Maintenance Analytics

Algorithm Development & Text Analytics

Algorithm Development & Text Analytics

Machine Learning & NLP for Decision Support

Machine Learning & NLP for Decision Support

Sensor Data Analysis for Predictive CBM+

Sensor Data Analysis for Predictive CBM+

Cutting-Edge Responsive Design

Cutting-Edge Responsive Design

Data Cleansing and Migration

Data Cleansing and Migration

Application Modernization

Application Modernization

Large-Scale Data Integration

Large-Scale Data Integration

Data Science Big Data Ingestion

Data Science Big Data Ingestion

Modern Analytics Framework

Modern Analytics Framework

Agile Big Data Analytics Framework

Agile Big Data Analytics Framework

Big Data Hadoop Administration

Big Data Hadoop Administration

Modern Data Ingestion Framework

Modern Data Ingestion Framework

Performance Tuning & Best Practices

Performance Tuning & Best Practices

Engines Forecast Reporting Tool

Engines Forecast Reporting Tool

Augmented Reality Combustion Chamber & Gear Pump Disassembly

Optimization Using Hadoop

Data Quality & Lineage Mapping

Big Data Platform Analytics Outcomes

Modern Analytic Framework

Data Cleansing and Migration

Enterprise Data Warehousing

Value-Driven Analytics

Enterprise Data Exchange

Valuable Insight into Customer Shopping Behaviors

Interested In Working With Us?