75% reduction in manual screening
using AI-guided document reduction
Envize
Technology & Engineering
75% reduction in manual screening using AI-guided
document reduction
ENVIZE is a robust data analytics framework that brings uniquely scalable and flexible machine-learning based solutions, including patent-pending batch selection and stability measurement methods to any document review process.
partner
Countries using the system
USA
3-10x
Performance increase than traditional linear review.
$20 Million
In savings for a large tech client in the first year.
Up to 84%
Reduction of human-review workload
10+ years
Ongoing
Tech Stack
Engineering predictive data analytics for review efficiency
Pioneering solutions like the Scalable Machine Learning (SML) and Predictive Analytics Framework for global document
review efficiency.
database
Microsoft SQL Server
machine learning
Gensim
Scikit Learn
framework
python Spring Boot
chroma Spring Batch
supabase Flask
presentation
langsmith Next JS
the results
Key features demonstrating
proven performance
in operations
Scalable, flexible, machine-learning-based solutions offering predictive analytics and batch stability measurement for
document review.
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Robust
data analytics
  • Scalable machine learning
  • Flexible ML solutions
  • Document review process
hexagon
project management
Advanced
machine learning
  • Patent-pending selection
  • Batch selection methods
  • Stability measurement
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scrum
Novel
data clustering
  • Cut review time
  • Reduce review cost
  • Differentiated solution
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document
Unified
workflow integration
  • Integrates with Relativity
  • Avoids manual ESI
  • Unified workflow
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accounts
Enhanced
process visibility
  • Training stabilization
  • Industry-leading visibility
  • Combined batch selection
hope
finance
Continuous
Active Learning (CAL)
  • Continuous Active Learning
  • Rapid Model Re-ranking
  • Utilizes just-in-time batching
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Operating Principle
Over two decades of
growth and innovation
We believe that technology's true value lies in its power to create a legacy of good.
Talk to the team