Redgate Software has launched Redgate Assistant, a context-aware AI tool built specifically for database development and operations. Available immediately in Redgate Monitor and SQL Prompt, the assistant operates within existing database access controls and provides an auditable record of its activity - addressing the governance concerns that 64% of database professionals cite as their top barrier to AI adoption.
What the assistant actually does
Redgate Assistant understands the database environment without requiring users to manually supply schemas, objects, or structures. For operations teams, this means faster investigation of performance issues, quicker onboarding to unfamiliar databases, and less time spent on routine code work. The tool operates as a distinct, auditable user within existing permission frameworks, giving organizations visibility into what the AI accesses and does.
Graham McMillan, chief technology officer at Redgate, said: "Database environments are too critical to treat AI as an add-on or a black box. With Redgate Assistant, we're building one AI experience that understands the database environment, fits into the workflows teams already use and becomes more capable over time, while giving organizations control over how they adopt greater automation."
The governance layer operations teams need
Unlike general-purpose AI tools that require manual context-setting, Redgate Assistant is purpose-built for database complexity. It supports security and compliance requirements by working within existing access controls and logging its activity. Redgate is also developing a Verified Remediation capability that will let the assistant investigate issues, propose fixes, and test them against a safe database copy before presenting options for human review.
The demand for this kind of governed automation is growing fast. Redgate's 2026 State of the Database Landscape research found that 44% of organizations now use AI for database management - nearly triple the 15% reported a year earlier. Among those using AI, 46% report significant productivity gains and 76% cite significant cost savings.
Where it fits in daily workflows
Redgate Assistant is being developed across three areas: database-aware assistance that uses the customer's environment as context, a connected AI experience spanning development and operational workflows, and safe automation with auditable records. It launches today in Redgate Monitor and SQL Prompt, with additional integrations across the portfolio arriving in the coming months.
For teams working in AI for Operations and AI for IT & Development, the assistant represents a shift toward tools that embed governance directly into automation rather than bolting it on afterward. As Redgate advances toward agentic database management, the assistant will gain new capabilities designed to move organizations from AI-assisted work toward more autonomous operations - while keeping human oversight in place.
Why this matters for operations teams
Operations professionals are under pressure to improve database reliability and speed while maintaining compliance. Redgate Assistant gives teams a way to adopt AI that doesn't bypass access controls or create audit gaps. The tool's ability to investigate issues with full environmental context means less time reconstructing problems manually, and the Verified Remediation roadmap points toward a future where AI proposes tested fixes rather than raw suggestions. For teams managing critical database environments, that's a practical path to automation without sacrificing control.
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