Live Production System
APIntelligence — Data Intelligence Product

DPSMF
DATABASE
INTELLIGENCE

Self-learning. Knowledge Graph. Sentinel AI. No DBA required.

Start 15-Day Free Trial Live App at dpsmf.ai Explore Modules
10
Knowledge Graph Node Types
5–15s
Real-Time Refresh Rate
5
Sentinel AI Insight Tabs
15-Day
Free Trial, No Credit Card
How It Works

SELF-LEARNING
DATABASE AI

DPSMF observes your SQL Server environment, builds a living Knowledge Graph, and reasons over it continuously — getting smarter every day.

🔌
Connect
DPSMF connects to your SQL Server instances via read-only system views, DMVs, and extended events. No schema changes. No agents installed.
🧠
Learn
The Intelligence Engine builds a Knowledge Graph with 10 node types — servers, databases, queries, indexes, sessions, wait types, and more. Updated every 5–15 seconds.
🔍
Analyze
Performance, Security, and Configuration modules continuously scan for anomalies, vulnerabilities, and drift — comparing against established baselines.
💬
Advise
Sentinel AI answers your questions in natural language with evidence chains drawn from the Knowledge Graph. Voice output. Audit reports. Feedback loop.
Module Architecture

BASE + FEATURE
MODULES

Base modules are always included. Feature modules unlock deeper intelligence for specific problem domains.

Base — All Tiers
🗺️
Intelligence Engine
Knowledge Graph with 10 node types and trust-tiered sources. SHA-256 deduplication. Semantic similarity for cross-entity reasoning. Adaptive learning with knowledge decay — older observations fade, recent observations take precedence. The foundation every other module builds on.
Included in Standard, Professional, Enterprise
Base — All Tiers
🤖
Sentinel AI
Conversational assistant powered by the Knowledge Graph. Answers questions in natural language with evidence chains showing exactly which graph nodes support the response. Audit reports generated per conversation. Verbosity control. Feedback loop improves accuracy over time. Voice output available on Professional and Enterprise.
Standard: text only  ·  Professional+: voice + all 5 tabs
Feature Module
⚡
Performance
Wait statistics analysis with categorized wait type breakdown. Execution plan visualization — identify scans, lookups, and implicit conversions. Index health scoring: fragmentation levels, missing index recommendations, unused index detection. Real-time query analysis at 5–15 second refresh. Baseline comparison to detect regressions.
Included in all tiers  ·  Add-on $199/mo on Standard
Feature Module
🔒
Security
Configuration audit against CIS Benchmark and security best practices. Vulnerability scanning: exposed endpoints, weak authentication, overprivileged logins. Compliance status reporting. Encryption validation: TDE coverage, connection encryption, certificate expiry. Permission analysis: excessive permissions, orphaned users, SQL login risk scoring. DPSMF's flagship differentiator.
Professional+  ·  Add-on $199/mo on Standard
Feature Module
⚙️
Configuration
Server settings analysis: memory configuration, parallelism settings, trace flags, deprecated settings. Drift detection: compares current configuration against your established baseline and alerts when settings change. Tracks configuration history so you can correlate setting changes with performance events.
Professional+  ·  Add-on $199/mo on Standard
Feature Module
🎓
Adaptive Testing & Badges
Built-in SQL Server knowledge assessment system. Questions adapt to your skill level. Earn verifiable proficiency badges for Performance, Security, Configuration, and HA/DR domains. Track team progress. Available on all tiers — an active learning layer on top of passive monitoring.
Available on all tiers  ·  Add-on on Standard
Sentinel AI

ASK YOUR
DATABASE

Sentinel AI answers questions about your SQL Server environment in natural language. Every answer is grounded in the Knowledge Graph — not general database theory, but observations from your specific instances, queries, and configurations.

  • Five insight tabs: Overview, Performance, Security, Configuration, and Recommendations — each with curated Knowledge Graph analysis
  • Evidence chains: every Sentinel response shows which Knowledge Graph nodes it drew from, so you can verify the reasoning
  • Voice output with natural narration on Professional and Enterprise tiers
  • Audit reports: exportable conversation logs showing questions asked and evidence cited
  • Feedback loop: mark responses as helpful or incorrect to improve Sentinel's accuracy on your environment
  • Context-aware: Sentinel knows about your specific databases, query workloads, and current alert state
Try Sentinel AI Free Live Demo at dpsmf.ai
▸ "Why is query 0x8FA2 slow today?"
Sentinel: Query 0x8FA2 is experiencing PAGEIOLATCH_SH waits averaging 420ms per execution, up from a 14-day baseline of 38ms. The execution plan added a clustered index scan on Orders (12.4M rows) after a statistics update at 09:41. Three missing index recommendations exist for this table from the past 72 hours.
Evidence: wait_stats[0x8FA2] · plan_cache[0x8FA2] · index_advisor[Orders] · baseline[0x8FA2.avg_wait]
▸ "Which logins have excessive permissions?"
Sentinel: 3 logins have sysadmin membership with no recent activity (90+ days). 2 application logins have db_owner on production databases. 1 orphaned user references a disabled Windows account.
Evidence: security.logins[sysadmin] · security.orphaned_users · security.last_activity
Pricing

CLEAR
TIERS

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

Standard
Standard
$799
per month
  • Up to 3 SQL Server instances
  • Intelligence Engine (read-only Knowledge Graph)
  • Sentinel AI (text only)
  • Performance module
  • Configuration module
  • Basic reasoning engine
  • Email / Teams / SMS alerts
  • Add-on modules: Security, Adaptive Testing — $199/mo each
Start 15-Day Trial
Most Popular
Professional
$1,999
per month
  • Up to 10 SQL Server instances
  • Self-learning Knowledge Graph (full write)
  • Sentinel AI — voice output + all 5 insight tabs
  • All 4 feature modules included
  • Full multi-step reasoning engine
  • Adaptive testing & badge system
  • Baseline comparison
  • Multi-team access & custom source whitelists
  • Priority email support (24hr SLA)
Start 15-Day Trial
Enterprise
Enterprise
Custom
contact for pricing
  • Unlimited SQL Server instances
  • Dedicated Knowledge Graph per team / environment
  • Sentinel AI + priority responses
  • All 4 feature modules
  • ServiceNow integration
  • Multi-team access & custom source whitelists
  • Adaptive testing & badge system
  • Dedicated support + phone line (4hr SLA)
  • 30-day trial period
Contact Sales
All tiers include a free trial. Standard: 15 days  ·  Professional: 15 days  ·  Enterprise: 30 days. No credit card required to start.

START IN
MINUTES

Connect your first SQL Server instance · Sentinel AI answers your first question · No DBA required

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