SQL Server 2016 — 2025 + Azure SQL

DATABASE INTELLIGENCE THAT LEARNS.

DPSMF monitors your SQL Server environment in real time, builds a self-updating knowledge graph, and reasons about what it finds — like a senior DBA who never sleeps.

See Demo ▶ See How It Works
15s
REFRESH INTERVAL
54+
MONITORED METRICS
10k+
KNOWLEDGE NODES
0
AUTO-REMEDIATIONS
LIVE — Monitoring MedBillCorp · page_life_expectancy · wait stats · query plans · index health
◆ WAIT STATS ANALYSIS
◆ EXECUTION PLAN VISUALIZATION
◆ INDEX FRAGMENTATION
◆ TEMPDB MONITORING
◆ BLOCKING DETECTION
◆ QUERY STORE ANALYSIS
◆ SECURITY AUDIT
◆ KNOWLEDGE GRAPH
◆ SENTINEL AI ASSISTANT
◆ ADAPTIVE LEARNING
◆ WAIT STATS ANALYSIS
◆ EXECUTION PLAN VISUALIZATION
◆ INDEX FRAGMENTATION
◆ TEMPDB MONITORING
◆ BLOCKING DETECTION
◆ QUERY STORE ANALYSIS
◆ SECURITY AUDIT
◆ KNOWLEDGE GRAPH
◆ SENTINEL AI ASSISTANT
◆ ADAPTIVE LEARNING
— THE PRODUCT

See it
in action.

Real dashboards. Real data. This is what DPSMF looks like connected to a live SQL Server environment.

Dashboard
Sentinel AI
Knowledge Graph
🔒dpsmf.ai/app/dpsmf-dashboard.html
◈ DPSMF · Intelligence Console
Dell-Ws01 · MedBillCorp · LIVE
PAGE LIFE EXP
29
▼ CRITICAL <300
CPU %
34.2
↔ NORMAL
BATCH REQ/S
3,847
↑ +12% baseline
CONNECTIONS
142
↔ NORMAL
KG NODES
10,482
↑ +24 today
IQ SSTANDARD
94.4%
🥉 Bronze · Day 12
TOP WAIT STATS
3 CRITICAL
PAGEIOLATCH_SH
48,291ms
LCK_M_S
21,847ms
CXPACKET
12,104ms
ASYNC_NETWORK_IO
6,223ms
SOS_SCHEDULER_YIELD
3,891ms
ACTIVE ALERTS
2 UNACKED
CRIT
page_life_expectancy below threshold
29
CRIT
PAGEIOLATCH_SH wait time elevated
48s
WARN
Missing index detected on dbo.Claims
−61%
INFO
Knowledge Graph: 24 new nodes today
+24
🔒dpsmf.ai/app/sentinel.html
◈ SENTINEL · AI Assistant
MedBillCorp · Verbosity: Expert
💬 Chat
📊 Dashboard
📋 Reports
🔗 Evidence
⚙️ Settings
Why is PLE so low? What's causing it?
PLE = 29 — critically below threshold of 300.

Root cause: 3 queries on dbo.Claims and dbo.Transactions are performing repeated large scans, evicting pages faster than they're being read. Buffer pool is under sustained pressure.

Primary fix: covering index on Claims(ClaimDate, StatusID) — estimated 61% reduction in scan pressure.
[Node #4821 | 94% confidence | Tier 1 — Microsoft Learn]
Show me the index script
Generated. Ready in Index Health module with impact analysis. Estimated improvement: PLE → 340+ within 2 hours of index build.

CREATE INDEX IX_Claims_ClaimDate_Status ON dbo.Claims(ClaimDate, StatusID) INCLUDE (ClaimAmount, PatientID);
[Reasoning chain: 6 steps · 3 evidence nodes · 91% confidence]
Ask Sentinel about your database...
SEND
🔒dpsmf.ai/app/scorecard.html
◈ KNOWLEDGE GRAPH · Scorecard
IQ Score: 94.4% · 🥉 Bronze · Day 12
10,482
TOTAL NODES
94.4%
IQ SSTANDARD
87.3%
VALIDATED
+24
NODES TODAY
PERFORMANCE
96.2%
2,841 nodes · 🥇 Gold
SECURITY
91.8%
1,924 nodes · 🥈 Silver
CONFIGURATION
88.4%
1,547 nodes · 🥉 Bronze
MAINTENANCE
84.1%
1,203 nodes · 🥉 Bronze
T-SQL LANGUAGE
93.7%
2,114 nodes · 🥈 Silver
VERSION SPECIFIC
79.3%
853 nodes · learning...
— CAPABILITIES

Everything a senior DBA knows.
Automated.

Six core intelligence modules. Each one deeper than any point solution on the market.

⚡
Performance Intelligence
Real-time wait stats, batch requests, PLE, CPU and memory pressure — with baseline comparison so you know exactly what "normal" looks like.
STANDARD MODULE
🔒
Security Audit Engine
Shadow Identity analysis, permission sprawl detection, TDE status, login anomalies, and continuous compliance scoring across every connected instance.
FLAGSHIP MODULE
🧠
Knowledge Graph
10,000+ nodes of verified SQL Server knowledge, sourced from Microsoft docs, recognized experts, and real-world application — continuously growing.
INTELLIGENCE LAYER
🗂️
Index & Query Health
Missing index detection, fragmentation analysis, execution plan visualization with AI reasoning chains. Know exactly why a query is slow.
PERFORMANCE MODULE
🛠️
Configuration Intelligence
MAXDOP, cost threshold, memory settings, tempdb file counts — audited against your specific version, edition, and workload profile.
CONFIG MODULE
📅
Maintenance Scheduler
Intelligent backup monitoring, job health tracking, and scheduled PDF/Excel reports — delivered to email, Teams, or ServiceNow automatically.
MAINTENANCE MODULE
— HOW IT WORKS

Connect once.
Learn forever.

01
Connect
Point DPSMF at your SQL Server instances. Read-only credentials. Nothing installed on the server.
02
Baseline
DPSMF profiles your environment — version, edition, workload type, hardware — and establishes intelligent baselines.
03
Monitor
Every 15 seconds, DPSMF queries 54+ DMVs and compares what it sees against its knowledge graph and your baselines.
04
Reason
Sentinel AI assembles multi-step reasoning chains — not just alerts, but fully sourced explanations and recommended actions.
— SENTINEL AI

Your database's
first conversation.

S
Sentinel
● Connected to MedBillCorp
Why is my PLE so low right now?
Your PLE is 29 — critically below the recommended threshold of 300 for your buffer pool size.

Root cause: MedBillCorp has 3 queries causing repeated large scans on Claims and Transactions tables, evicting pages faster than they're being referenced.

Recommendation: Add a covering index on dbo.Claims(ClaimDate, StatusID) — this alone should reduce scan pressure by ~60%.
[Node #4821 | 94% | Tier 1 — Microsoft Learn]
Generate the index script
Generated. Available in the Index Health module with estimated impact analysis. Requires your approval before any action is taken.
🔗
Evidence Chains
Every recommendation cites its source — Microsoft docs, expert blogs, or empirical observation. You always know why.
🎚️
5 Verbosity Levels
From Expert (terse, technical) to Teaching (step-by-step explanations). Sentinel speaks your language.
🔄
Feedback Loop
Approve or reject recommendations. DPSMF adjusts its confidence scores accordingly — getting smarter with every interaction.
🚫
No Auto-Remediation
DPSMF never touches your database. It recommends. You decide. Always.
— PRICING

Simple, transparent
pricing.

All plans include a 15-day free trial. No credit card required.

STANDARD
$799/mo
+ $0.25 per claim over 5,000 · Annual saves 20%
Intelligence + Sentinel modules
Up to 3 SQL Server instances
Performance & Wait Stats
7-day metric retention
Email alerts
Security module
Knowledge Graph access
Start Free Trial
PROFESSIONAL
$1,999/mo
+ $0.15 per claim over 25,000 · Annual saves 20%
All Core features
Up to 10 SQL Server instances
Security module (flagship)
Full Knowledge Graph access
30-day metric retention
Email, Teams & SMS alerts
Scheduled PDF/Excel reports
Start Free Trial
ENTERPRISE
Custom
Unlimited instances · Contact us
All Professional features
Unlimited instances
Custom retention periods
ServiceNow integration
Dedicated onboarding
SLA guarantee
White-glove support
Contact Sales

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