SigmaDbIQ for SQL Server
Enterprise Database Intelligence and Diagnostic SuiteEvidence-backed performance intelligence with an AI DBA agent and governed remediation workflows.
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Database intelligence for critical systems.
Critical databases don’t fail quietly. They degrade slowly, silently, and expensively.
Senior DBAs, data engineers, and data scientists at Simsun Labs have seen that pattern across thousands of production systems. We deliver performance intelligence software and expert professional services for production data platforms where reliability, speed, and evidence matter.
Our AI-assisted diagnostic workflows are governed and evidence-backed: they investigate, explain, and prepare remediation paths while keeping expert approval and customer data controls intact.
Enterprise-grade workProduction database teams, regulated environments, executive-visible systems.
Senior delivery benchDBAs, data engineers, and data scientists with performance engineering experience.
Evidence-led methodsFindings tied to workload, waits, plans, capacity, and repeatable review steps.
Customer data staysReviews run with data kept in your environment.
SQL Server, Oracle, MySQL, Azure SQL, Amazon RDS, Aurora, Synapse, Fabric, and the pipelines that feed them.
Enterprise Solutions Portfolio
Purpose-built software for database performance intelligence and diagnostics.
SigmaDbIQ Diagnostic Reports & Portable Insights
SQL Server + Oracle DatabaseRapid, offline performance investigations with interactive, portable HTML report packs for professional platform consultants.
Example
QueryHub
MySQL Workload IntelligenceMySQL query-pattern and workload diagnostics for teams missing mature performance visibility on business-critical applications.
Learn moreProfessional Services
Expert-led professional services that turn database performance and reliability work into decisions.
Performance Audits
Identify and prioritize performance issues before they affect business outcomes.
Learn moreDatabase Health Checks
Evaluate configuration, stability, reliability, and maintenance posture.
Learn moreModernization Advisory
Plan upgrades, migrations, and platform modernization with practical sequencing.
Learn moreManaged Engineering Support
Ongoing expert support to optimize, monitor, and evolve database environments.
Learn moreGoverned AI Diagnostics for Critical Data Platforms
AI-assisted investigation, diagnostic workflows, and senior engineering patterns for teams that need evidence before action.
Performance risk triage
Move from alert noise to business-ranked findings: workload evidence, wait and plan signals, and an approval-ready action path.
Platform modernization
Plan SQL, Oracle, MySQL, cloud, lake, Synapse, Fabric, and pipeline changes with baselines, cutover checks, and rollback criteria.
Operational intelligence
Create a shared operating picture across waits, workload, capacity, and change history so decisions stop depending on tribal memory.
Capacity and resiliency planning
Model growth, failover, maintenance windows, and recovery assumptions before they become outage conversations.
Request Database Estate and Data Platform Review
Product evaluation, consulting, modernization, or production performance inquiry.