BDB Road Map

10.0

April, 2024

New Capabilities​

  1. Data Foundry - Q2 2025
  2. Data Observability (Data, ML, Cost) - Q1 2025​
    1. ​Data Drift/Pipelines​​
    2. ML Monitoring / Continuous Monitoring ​​​
  3. New AI Features
    1. Feature Store - Q2 2024​​
    2. Continuous Learning & Delivery of ML - Q1 2025
  4. BDB Assist with Gen AI Services
    1. LLM Base Integration - Q2 2024
    2. Auto Report Generation - Q1 2025
  5. Data Pipeline
    1. Enhanced Job Orchestration, Federated Learning – Q1 2025
    2. Supporting Golang, Julia languages in platform – Q1 2025
  6. Workflow Capabilities
    1. Providing more features to build seamless workflows using Notifications, Alerts, Writeback, Widgets, Survey, Forms, Authentication, etc. ​​
    2. Using Gen AI Integrations to build Workflows fasters.​ ​​​

Regular Updates (release every 6 months)​​

  1. UI/UX Enhancement of overall Platform
    1. New charts/ Themes/Templates/Screen Flow​​​
  2. Self-Service Report Enhancement​ ​​​
    1. Usability/ Charts upgrade​​
  3. Pipeline​ ​​​
    1. Synthetic Data Generator​
    2. Data Catalog/Data Lineage​​
    3. Jobs and Monitoring features​​
  4. Data Science ​ ​​​
    1. AI Services Enhancement​​
    2. New Algorithms​​
    3. Data Visualisation (Widgets in DSLAB) for report generation.​
  5. Gen AI Integrations with Azure AI, Mixtral, Llama or any Open-Source Model of customer choice. ​​​​
  6. CI/CD/Deployment Capabilities ​​​
  7. General Platform Upgrades​ ​ ​​​

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