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GenAI text-to-SQL validation and filtering

Selecting an LLM credential and model to generate a SQL query

Selecting an LLM credential and model to generate a SQL query

You can now leverage external Large Language Models (LLMs) to enable text-to-SQL functionality when composing queries for custom SQL validators and filters. Instead of writing complex SQL queries from scratch, you can write a description of what you want validated and let the LLM credential generate the query for you. You can also use the LLM to analyze and fix broken SQL queries. This feature is not enabled by default. An administrator must allow LLM credentials in your Workspace Settings. See Generating SQL in Validators and Filters and LLM Credentials in the product documentation.

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SCIM synchronization

Configuring SCIM in for your identity provider

Configuring SCIM in for your identity provider

When configuring SAML identity providers in your Validio Workspace, you can now enable SCIM, or System for Cross-Domain Identity Management, to seamlessly synchronize users and teams between Validio and your identity provider. See SCIM Synchronization in the product documentation.
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15 December 2025

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Fixed issues

  • Added validation for volume cardinality source fields (VR-5022)
  • Fixed an issue with detecting monthly freshness patterns (AL-616)
  • Fixed an issue with stale Snowflake connections (VR-5040)
  • Fixed an issue where time range filters excluded data points at the start of histogram bins (UI-5675)
  • Fixed an issue with selecting multiple fields when searching (UI-5660)
  • Fixed an issue with ordering of window sizes and time range options (UI-5666)
  • Fixed an issue with global roles and made incident comment APIs public (UI-5652)

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Features and updates

  • Dynamic Thresholds V2:
    • Improved seasonality estimation, change point detection, and metric support model, reducing false positives (AL-632, AL-620, AL-615))
    • Added new model for metadata volume validators which heavily reduce the number of false positives and decrease the overlap between incidents from metadata freshness and volume validators (AL-629)
  • Power BI integration: Added support for Oracle (VR-5039)
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3 December 2025

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Fixed issues

  • Fixed validation for sourceFields for distinct and duplicate useCases (UI-5625)
  • Fixed single segment query to use segment ID in combination with validator ID (UI-5615)
  • Fixed scrolling issue when selecting items in validators list (UI-5438)
  • Fixed optional Name issue with filter preview and string filter (UI-5621)
  • Fixed update and conditions dialogs for notification rules (UI-5622, UI-5589)
  • Fixed scrolling issue in update dialog for SQL sources (UI-5605)
  • Fixed interaction issues with the navigation menu (UI-5606)
  • Fixed the tooltip to not overlap with the incident list and sidebar (UI-5572)
  • Fixed validation for Application URL in Workspace > Settings (UI-5596)
  • Fixed duplication of fixed batch windows and validators (UI-5583, UI-5576)
  • Fixed context for validator create wizard (UI-5579)
  • Improved MCP tool to create segmentation (UI-5581)
  • Fixed source conversion from semantic view assets (UI-5568)
  • Improved support for generic numeric validators (AL-624)
  • Fixed lookback for unseen windows in freshness validators (VR-5024)
  • Fixed validation issues with Enum values validator (UI-5646)
  • Fixed SQL source issues to save data type selection and allow undefined data types (VR-5647)

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Features and updates

  • Added LLM support for text-to-SQL in custom SQL validators and SQL filters (UI-5445)
  • Added SCIM support and global roles when configuring users and teams (UI-5510)
  • Added autocomplete for schema fields in SQL editors (UI-5475)
  • Added analytics for LLM interactions (UI-5597)
  • Added secrets changed APIs for Anthropic (UI-5608)
  • Added inverse and small version of segmented control (UI-5615)
  • Added support for parameters in Power BI scripts (VR-4994)