Native Regex in T-SQL: Modernizing String Logic from Ground to Cloud
Proposed session for SQLBits 2026TL; DR
Stop struggling with complex LIKE patterns and discover the power of native Regular Expressions now available in SQL Server 2025 , Azure SQL and Fabric SQL.
This session explores the new regex functions that let you validate, clean, extract, and parse text more clearly and consistently than ever, with identical syntax across modern Microsoft SQL platforms (from Ground to Cloud).
Learn how native regex improves maintainability, readability, and correctness in your T-SQL.
Session Details
For years, SQL developers across on-premises and cloud environments have lacked a native, high-performance way to handle complex string patterns, often resorting to limited LIKE expressions or complex CLR workarounds.
In 2025, native Regular Expression capabilities were standardized across SQL Server 2025, Azure SQL Database, and Microsoft Fabric, providing a consistent pattern-matching experience across platforms.
This session deep-dives into demonstrating how to use the seven new native functions - including REGEXP_LIKE, REGEXP_REPLACE, and REGEXP_MATCHES - to solve real-world data challenges.
Attendees will learn how to significantly simplify their T-SQL codebase, enforce advanced data validation, and perform high-performance text parsing using a unified syntax that works consistently from on-premises SQL Server to cloud platforms.
In 2025, native Regular Expression capabilities were standardized across SQL Server 2025, Azure SQL Database, and Microsoft Fabric, providing a consistent pattern-matching experience across platforms.
This session deep-dives into demonstrating how to use the seven new native functions - including REGEXP_LIKE, REGEXP_REPLACE, and REGEXP_MATCHES - to solve real-world data challenges.
Attendees will learn how to significantly simplify their T-SQL codebase, enforce advanced data validation, and perform high-performance text parsing using a unified syntax that works consistently from on-premises SQL Server to cloud platforms.
3 things you'll get out of this session
Cross-Platform Consistency: Write a single regex pattern that runs identically in SQL Server 2025, Azure SQL , and Microsoft Fabric.
Cleaner Code, Fewer Bugs: Replace complex multi-line string logic with concise, native regex functions.
Powerful Parsing: Use Regex functions to turn messy text into structured data without external tools.
Pragmatic Best Practices: Understand when regex is the right tool and when simpler T-SQL idioms may be faster.
Speakers
Manish Kumar's other proposed sessions for 2026
AI Fundamentals for SQL and Data Professionals: Your First Step to AI-900 Certification - 2026
Data Modernisation with Open Standards: Apache Iceberg in Fabric, Databricks and Snowflake - 2026
GenBI - A new world where AI meets BI - 2026
SQL in Fabric - Isn't it confusing? - 2026
From Dashboards to Conversations: How Fabric Data Agents and Copilot Studio Transform Analytics - 2026
SQL Server 2025: AI, Vectors, and Beyond – What’s New and Why It Matters - 2026
AI and Your Data Platform: Preparing Data for Intelligent Decision-Making with Microsoft Cloud - 2026
From Metadata to Momentum: Accelerating Self-Service Analytics with Microsoft Fabric and Purview - 2026
From T-SQL to Lakehouse: A SQL Server Professional’s Guide to Microsoft Fabric - 2026
From Zero to Governed : Implementing Microsoft Purview with Fabric and Azure SQL - 2026
From Zero to Governed : Implementing Microsoft Purview with Fabric and Azure SQL - Part 2 - 2026
Open Source Databases for Azure SQL Database Professionals: What Transfers, What Changes - 2026
Data Quality in Microsoft Purview: From 'Gut Feeling' to Governed Trust - 2026
SQL Server/Azure SQL Ledger in 300 Seconds - 2026
Manish Kumar's previous sessions
Empowering SQL: Mastering Intelligent Query Processing in 20 Minutes
Dive into the heart of database optimization with our 20-minute session on Intelligent Query Processing (IQP) in SQL Server and Azure SQL. In this power-packed talk, we will demystify IQP, the driving force behind accelerated query performance.
We'll begin with a quick overview, highlighting the pivotal role of IQP in query optimization and database efficiency. Then, we'll dive into key IQP features focusing on their impacts in real-world.
Managed Instance Link - Seamless migration to Azure
We, the cloud solutions architects from Microsoft, will be talking around SQL migration journey from on-prem to Azure SQL in general, taking you through all available Microsoft's migration tools like DMA, DMS, Azure Migrate, ADS, etc, and then focus on migration to Managed Instance using SQL MI Link. You should take away with you the understanding of when to use which tool and how the newly available Azure SQL Managed Instance Link can help you to achieve a minimum downtime migration of on-prem SQL Server to Azure SQL Managed Instance.
The Power of Polybase with SQL - True data Virtualisation
Customers would be able to understand what exactly Polybase is, why it's useful, what are the use cases and finally how to use this feature of SQL Server.
Polybase have been around for quite some time, since SQL Server 2016, however, the awareness and the way it virtualises the data may not have been understood well for some customers.
Performance Tuning of Azure SQL DB
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Haider Raza
Haider Raza's other proposed sessions for 2026
AI Fundamentals for SQL and Data Professionals: Your First Step to AI-900 Certification - 2026
Data Modernisation with Open Standards: Apache Iceberg in Fabric, Databricks and Snowflake - 2026
GenBI - A new world where AI meets BI - 2026
SQL in Fabric - Isn't it confusing? - 2026
From Dashboards to Conversations: How Fabric Data Agents and Copilot Studio Transform Analytics - 2026
SQL Server 2025: AI, Vectors, and Beyond – What’s New and Why It Matters - 2026
AI and Your Data Platform: Preparing Data for Intelligent Decision-Making with Microsoft Cloud - 2026
From Metadata to Momentum: Accelerating Self-Service Analytics with Microsoft Fabric and Purview - 2026
From T-SQL to Lakehouse: A SQL Server Professional’s Guide to Microsoft Fabric - 2026
From Zero to Governed : Implementing Microsoft Purview with Fabric and Azure SQL - 2026
From Zero to Governed : Implementing Microsoft Purview with Fabric and Azure SQL - Part 2 - 2026
Open Source Databases for Azure SQL Database Professionals: What Transfers, What Changes - 2026
Azure SQL PaaS service - Basic to advance - 2026
SQL Server 2025 vs Azure SQL PaaS: Modern Data Architecture Without the Confusion - 2026
Data Quality in Microsoft Purview: From 'Gut Feeling' to Governed Trust - 2026
SQL Server/Azure SQL Ledger in 300 Seconds - 2026
Haider Raza's previous sessions
Empowering SQL: Mastering Intelligent Query Processing in 20 Minutes
Dive into the heart of database optimization with our 20-minute session on Intelligent Query Processing (IQP) in SQL Server and Azure SQL. In this power-packed talk, we will demystify IQP, the driving force behind accelerated query performance.
We'll begin with a quick overview, highlighting the pivotal role of IQP in query optimization and database efficiency. Then, we'll dive into key IQP features focusing on their impacts in real-world.
Managed Instance Link - Seamless migration to Azure
We, the cloud solutions architects from Microsoft, will be talking around SQL migration journey from on-prem to Azure SQL in general, taking you through all available Microsoft's migration tools like DMA, DMS, Azure Migrate, ADS, etc, and then focus on migration to Managed Instance using SQL MI Link. You should take away with you the understanding of when to use which tool and how the newly available Azure SQL Managed Instance Link can help you to achieve a minimum downtime migration of on-prem SQL Server to Azure SQL Managed Instance.
The Power of Polybase with SQL - True data Virtualisation
Customers would be able to understand what exactly Polybase is, why it's useful, what are the use cases and finally how to use this feature of SQL Server.
Polybase have been around for quite some time, since SQL Server 2016, however, the awareness and the way it virtualises the data may not have been understood well for some customers.