Data & Research

DeepAudit deploys machine learning to audit institutional materials at scale. We specialize in detecting ideological bias and mission misalignment. 

 

  • Materials we are capable of examining include:
  • – Websites
  • – Reports
  • – Media
  • – Strategic plans
  • – Board minutes
  • – Policies
  • – Laws
  • – Regulations
  • – Budgets
  • – Personnel
  • – Trainings
  • – Programs
  • – Curricula
  • – Courses

Our Method

Material Identification: We use data science techniques to collect and process institutional materials for analysis.


Semantic Search: Our machine learning agent scores each material based on its similarity to ideological reference materials.


Human Review: Our analysts review the highest-scoring sections to verify which ones are genuine instances of the ideology in question.


Reporting: We produce clear, actionable reports identifying which materials warrant review or revision, along with reform recommendations tailored to your needs.