Software Update Log

Stay informed about the latest features, improvements, and enhancements to the FocusDataFlow platform.

Feature

ML-Powered Anomaly Detection

January 15, 2025

We're excited to introduce our most advanced anomaly detection system yet. Using state-of-the-art machine learning models, FocusDataFlow can now automatically detect subtle patterns and irregularities in your data flows that would be impossible to catch manually.

What's New

  • Unsupervised anomaly detection using isolation forests
  • Custom sensitivity tuning per data source
  • Automated learning from historical data
  • Zero-day anomaly detection capability
Improvement

New Dashboard Widgets

January 8, 2025

We've released 25+ new interactive widgets for your dashboards. Customize your monitoring experience like never before with advanced charting, heatmaps, and real-time data visualizations.

Highlights

  • Advanced heatmap widget for temporal analysis
  • Sankey diagram for data flow visualization
  • Gauge charts for threshold monitoring
  • Custom metric calculators
Feature

Expanded API Integrations

December 28, 2024

Connect with your entire data stack. We've added native connectors for Snowflake, BigQuery, PostgreSQL, MySQL, and 50+ other platforms.

New Connectors

  • Snowflake native integration
  • Google BigQuery connector
  • Oracle Database support
  • SAP HANA integration
Improvement

Performance Enhancements

December 15, 2024

We've optimized our query engine for lightning-fast performance. Dashboard load times have been reduced by up to 60% for large datasets.

Performance Improvements

  • 60% faster dashboard rendering
  • Optimized data aggregation pipeline
  • Improved real-time streaming latency
  • Better memory management
Feature

Advanced Alerting Rules

December 1, 2024

Create sophisticated alert rules with OR/AND logic, time-based conditions, and custom thresholds. Never miss a critical event.

New Capabilities

  • Complex boolean logic for alerts
  • Time-window based conditions
  • Alert escalation policies
  • Custom notification channels
Bug Fix

Fixed Authentication Issues

November 20, 2024

Resolved several edge cases in SSO authentication that were affecting multi-region deployments. All users are now properly authenticated across all regions.

Fixed

  • SSO token expiration handling
  • Multi-region authentication sync
  • API key rotation mechanism
  • OAuth 2.0 grant flow

Earlier Updates

Improvement

UI/UX Refinements

November 1, 2024

Updated the user interface with improved navigation, better visual hierarchy, and enhanced accessibility.

Feature

Data Export Enhancements

October 15, 2024

Export data in multiple formats: CSV, JSON, Parquet, and Excel. Schedule automatic exports to S3 or your preferred storage.

Feature

Team Workspace Improvements

October 1, 2024

Create multiple workspaces for different teams or projects. Better collaboration and access control with granular permission management.