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ExfExperiment
ExfExperiment
Release Date
5 Jan, 2025
Release Version
v1.0
ExfExperiment is a patent pending AI-powered data decision intelligence platform designed to run a variety of statistical, predictive & optimization experiments to determine the answers to specific business questions. This platform also provides a way to record the decisions taken along with its justification thus enabling retrospective analysis for continuous improvement.
Key Features
  • Business Problem Framing: Frame the business questions in the most precise manner along with its stated objective.
  • Workflow Orchestration: Orchestrates the run of experiments in a scheduled or on-demand manner
  • User Management: Comprehensive user management and authentication ensuring data security & privacy
  • Experiments Workbench: Ability to run different type of experiments ranging from statistical to predictive analytics
  • Decision Recorder: Allows for documenting the decision taken along with its justification
Specifications
Minimum Software Requirements
  • Operating System: Linux (Ubuntu 20.04 or later)
  • Python Version: 3.9+
  • Orchestration: Prefect:1.1.0 or equivalent tools
  • Containerization: Docker 20.10+ / Kubernetes 1.20+
  • Database: MongoDB & PostgreSQL 12+ or equivalent db/dw
  • Storage: AWS S3 or equivalent cloud storage for document uploads
Minimum Hardware Requirements
  • CPU: 4 Cores
  • RAM: 8 GB
  • Storage: 100 GB free disk space
Resources
  • Docker Compose File: Link
  • Kubernetes YAML File: Link