Advanced Analytics & Artificial Intelligence

By transforming data into strategic assets, our Advanced Analytics & Artificial Intelligence (AA&AI) practice empowers private equity firms and their portfolio companies to unlock the full potential of their data. We leverage emerging technologies and sophisticated analytical techniques to enable organizations to gain deep, actionable insights, optimize operations, and to solve complex business problems.

Our team works closely with clients to understand their unique challenges and develop tailored solutions that address specific needs. Our solutions encompass a wide range of applications, including predictive analytics, natural language processing, data visualization, and intelligent automation. The AA&AI practice focuses on measurable EBITDA improvement and business impact, ensuring organizations stay ahead in a data-driven world.

Data Management & Analytics

  • Statistical Forecasting
  • Customer & Product Clustering
  • Price Optimization
  • Data Lake Architecture
  • Extract, Transform & Load (ETL)
  • Data Governance & Quality

Business Intelligence & Visualization

  • KPI Development & Tracking
  • Dashboard & Reporting
  • Advanced Data Visualizations
  • Geospatial Analysis
  • Data Alerts & Notifications
  • PowerBI, Tableau, etc.

AI & Automation

  • Custom Trained AI Models
  • Natural Language Processing
  • Information Retrieval
  • RPA Workflows
  • Computer Vision

Key Contacts

Forrest Howard

Forrest Howard

Practice Lead

Email

Mitch McLachlan

Mitch McLachlan

Senior Director

Email

Impact

Transforming Demand Planning with Advanced Analytics

Demand planning transformation using advanced analytics for a $1B industrial products company – Developed a custom demand planning tool that integrated the advanced algorithm and enabled the sales team to provide valuable insights and inputs to the forecast.

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AI-Powered Product Categorization & Data Extraction:

Product categorization and data extraction powered by AI for a $500M consumer product company – Automated taxonomy for 80,000+ SKUs while significantly reducing the time and manual effort required for product categorization and data extraction.

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Data Management & Architecture Transformation

Transformed data management and architecture for a $100M home services company – Established a centralized data lake to house all operational data and automated ETL (Extract, Transform, Load) processes to ensure real-time data.

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