Information Quality

Artificial intelligence techniques offer efficient, automated solutions for healing data errors

Illumination Works uses machine learning to automate self-healing of data to improve data-driven mission planning, scheduling, and outcomes

Kystone™ Information Quality

  • Leverages natural language processing, supervised and unsupervised machine learning, and statistical learning
  • Information dominance with trusted, reliable intelligence
  • Automated, domain-informed data cleansing
  • Improves quality at point of entry or point of analytics
  • Provides error detection and error correction
  • Identifies and heals data of errors in an automated way

Our data experts synergistically leverage four Kystone™ Accelerators – Quality, NLP, Analytics, and Visualize – to customize an information quality solution specific to your data and unique requirements

Recent Successes

  • Corrected errors by extracting information from accurate text fields and correcting errors in coded fields using NLP coupled with supervised and unsupervised ML models
  • Modeled conditional relationships between variables to infer erroneous data and predict most likely correct information
  • Built explanation component to provide end users with human understandable reasoning for predicted error correction (helps with end-user buy-in)

Start Your Information Quality Journey

Speak with one of our experts to learn more about how our Kystone Solutions can help you get meaning out of your data faster

Check out more about our customers’ journey and their successes!