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DevOpsInvent SQL Performance Intelligence

Autonomous Performance Engineering · Windows Server 2022 · SQL Server 2022

POLLING ACTIVE
← Admin Portal
Overall SQL Performance Score WARNING
62 / 100
14 Incidents Avoided $4,200 / mo saved
SQL Server CPU Utilization HIGH PRESSURE
92.4 %
SQL Engine: 88.1% 16 vCPUs Allocation
Page Life Expectancy (PLE) CACHE CHURN
82 sec (Target > 1200s)
Buffer Pool: 58.2 GB Memory Pressure Detected
VMDK P102 Disk Latency 48.2 ms
48.2 ms Read Latency
Write: 12.4 ms IOPS: 6,850

⚡ Actionable Remediation Backlog (3 Open)

Sorted by impact & severity
ID & Priority Recommendation Title Category Estimated Impact Risk Level Lifecycle Status Action
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AI Continuous Performance Insight

SQL Server CPU pressure spiked +31% over the baseline. 78% of the CPU saturation is correlated with query fingerprint USP_GetCustomerPortfolioSummary, which regressed from an Index Seek to a Clustered Table Scan on August 22. Deploying covering index IX_Transactions_CustID_Date_Amount will reduce duration from 18.2s to 4.0s (77.8% gain).

🧙 12-Step Guided Enterprise Onboarding Wizard

Self-service workflow to register, connect, baseline, and activate autonomous monitoring for any SQL Server 2022 / Windows environment.

Step 1

Customer Information

Organization, Tier, and Technical Contacts.

Step 2

Environment Selection

Production, UAT, Staging, or Restricted Nexus.

Step 3

Connect Windows Server

PerfMon WMI / WinRM agentless connection.

Step 4

Connect SQL Server

Read-only monitoring credentials (VIEW SERVER STATE).

Step 5

Validate Connectivity

Latency check, port 1433 & DMV availability.

Step 6

Run Synthetic Baseline

Non-destructive baseline performance capture.

📊 Windows PerfMon Counters

CounterCurrent ValueStatus
Processor: % Processor Time92.4%Saturated
Memory: Page Life Expectancy82 secLow PLE
LogicalDisk(P102): Avg Disk sec/Read48.2 msSlow I/O
LogicalDisk(P102): Avg Disk sec/Write12.4 msOptimal
LogicalDisk: Current Queue Length4.8Queued
SQLServer:SQL Statistics: Batch Req/sec3,420Normal

⏳ SQL Server Wait Statistics Breakdown

Wait Type% Total WaitsAnalysis & Impact

🧪 Automated Performance Baseline & Synthetic Test Consulting

Performs controlled non-destructive baseline assessments to establish performance truth.

[READY] Click 'Run SQL Baseline Assessment' to trigger a controlled evaluation against the active target environment.

🔍 Continuous SQL Query Intelligence Backlog

Query ID Query Name / Stored Procedure Exec/Hr Duration Logical Reads Plan Regressed? Severity Action

🛠️ AI Query Improvement & Covering Index Studio

Comparison of Original regressed query vs Proposed sargable rewrite with DDL index script.

🔴 ORIGINAL QUERY (Plan Regressed Table Scan - 18.2s)

          

          

            
🟢 PROPOSED OPTIMIZED QUERY (Sargable CTE Seek - 4.0s)

            

          

        


        

          
⚡ RECOMMENDED COVERING INDEX (Online DDL)

          

        


        

          
        

      

    


    
    

      

        
🧭 Self-Service Query Cost Explorer

        
Paste any SQL query to estimate CPU time, logical reads, anti-patterns, and production risk before pushing to production.


        

        

        
      

    


    
    

      

        
👮 AI Configurable Query Police & Protection Engine

        
Enforces safety rules to prevent runaway queries from compromising production availability.


        

          
            

              Policy ID
              Policy Name
              Monitored Metric
              Threshold
              Enforcement Action
              Status
            

          
          
            
          
        

      

    


    
    

      

        
🧬 AI Performance Root Cause Analysis (RCA) Engine

        
Multi-signal correlation mapping the complete causal degradation chain.


        

          
        

      

    


    
    

      

        
🗄️ Multi-Dimensional Infrastructure & VMDK Sentry

        

          

            
vCPU RecommendationCONFIDENCE: 94%

            
KEEP UNCHANGED (16 vCPUs)

            
Sustained CPU is only 34%. 92% peak is driven by table scan query plan regression. Upsizing vCPUs would add $14k/yr licensing without solving the scan.

          


          

            
vRAM AllocationCONFIDENCE: 91%

            
KEEP UNCHANGED (64 GB)

            
Host OS has 5.8 GB free. Page Life Expectancy drop to 82s is due to cache eviction from the 1.42M read query, not memory sizing.

          


          

            
Storage (VMDK P102)CONFIDENCE: 96%

            
RECONFIGURE TEMPDB

            
Throughput capacity is adequate, but shared TempDB creates I/O queue lockup. Separate TempDB onto dedicated fast volume VMDK P103.

          

        

      

    


    
    

      

        

          
📋 SQL Server Performance Standards & Readiness Checklist

          Compliance Score: 68%
        


        

          
            

              Category
              Standard Rule Description
              Current Setting
              Recommended Target
              Compliance
            

          
          
            
          
        

      

    


    
    

      

        
🎓 Better SQL Development Academy (MyDevelopment)

        
Interactive training courses generated from anonymized production performance regressions.


        

          
        

      

    


    
    

      

        
🤖 12-Agent Autonomous Swarm Health

        

          
            

              Specialized Agent Name
              Core Domain & Responsibilities
              Status
              Latency
              Processed Events