Now Live — Real SQL Server Data
AnswerPoint Intelligence

DPSMF
Self-Learning Database Intelligence

The first platform that builds its own knowledge, tests itself daily, and grows smarter with every query — purpose-built for SQL Server professionals.

Try Live Demo Talk to Sentinel AI
250+
Knowledge Nodes
10
Domains Covered
5s
Live Refresh
91.4%
Avg Confidence
How It Works

Intelligence That Earns Its Own Knowledge

DPSMF doesn't rely on static rules. It crawls trusted sources, validates what it learns, tests itself, and applies a confidence score to every fact it holds.

01
🕸️
Crawl & Ingest
Continuously harvests knowledge from Microsoft Learn, SQLSkills, Brent Ozar, and 25+ trusted sources — ranked by trust tier.
02
🧠
Build Knowledge Graph
Every fact, rule, and best practice becomes a node. SHA-256 deduplication. Semantic similarity checks. 10 node types, 10 domains.
03
📊
Test & Score
Adaptive daily testing drives badge ascension: Bronze → Silver → Gold per domain. Cross-domain scenarios at Expert level.
04
🔗
Connect & Watch
Lightweight push agent on your SQL Server ships metrics every 5 seconds. No agents to manage. One connection. Read-only access.
05
💡
Reason & Recommend
Multi-step inference chains real observations to Knowledge Graph nodes. Every recommendation includes confidence score + evidence trail.
Platform Modules

Every Layer of Database Intelligence

DPSMF ships with Intelligence + Sentinel in every edition. Choose the feature modules that match your priorities.

🧠
Intelligence Engine
Included in All Editions

Knowledge Graph (250+ nodes), adaptive learning, trust-tiered source crawling, daily testing, badge scoring, confidence engine.

🤖
Sentinel AI
Included in All Editions

Conversational AI assistant. Voice-enabled. 5 verbosity levels. Config audit reports. Evidence chain viewer. Real-time context from your instances.

⚡
Performance
Feature Module

Wait stats analyzer, execution plan visualizer, index health dashboard, PLE tracking, baseline comparison, batch request trends.

🛡️
Security
Flagship Module

Permissions audit, login analysis, TDE status, audit spec coverage, row-level security review. Flags misconfigurations with remediation reasoning.

⚙️
Configuration
Feature Module

MAXDOP, cost threshold, memory caps, parallelism settings — audited against Knowledge Graph best practices for your exact SQL version and edition.

🔧
Maintenance
Feature Module

Index fragmentation tracking, statistics staleness alerts, backup recency checks, job failure history, integrity verification schedules.

Sentinel AI

Your Database Expert
On Call 24/7

Sentinel is not a chatbot — it's a conversational intelligence layer backed by 250+ validated knowledge nodes, live instance data, and a full reasoning engine. Ask anything. Get evidence.

Context-Aware Answers
Your SQL version, edition, workload profile, and live metrics are injected into every response.
Evidence Chains
Every recommendation cites specific Knowledge Graph nodes, trust tier, and confidence score.
Feedback Loops
"That worked" / "I disagree" — your feedback adjusts node confidence and retrains focus areas.
Voice-Enabled
Speak your question. Hear the answer. Full bidirectional speech via ElevenLabs + Web Speech API.
Talk to Sentinel Now →
Sentinel — Live Dell-Ws01 · MedBillCorp
You: Why is PAGEIOLATCH_SH high on this server?
Sentinel: Based on your current wait stats — PAGEIOLATCH_SH at 38% of total waits — this indicates storage I/O pressure on the buffer pool.
Evidence Chain
📌 Node #47 · Diagnostic · Tier 1 · 94.2% confidence
📌 Node #83 · Remediation · Tier 2 · 88.7% confidence
Recommends: Check tempdb file count (current: 1 vs. recommended: 8 for your 16-core server)
The Brain

A Living Knowledge Graph

Not static rules. Not canned responses. A continuously validated, self-improving repository of database expertise.

250+
KG Nodes
10
Domains
25+
Trusted Sources
5
Trust Tiers
🥈
All Silver
Performance
Security
Language
Tools
Configuration
Maintenance
Availability
Monitoring
Version-Specific
Edition-Specific

Source hierarchy: Microsoft Official (Tier 1) → Recognized Experts (Tier 2) → Community (Tier 3) → General (Tier 4) → AI-Generated (Tier 5, always validated)

DPSMF Advises. You Decide.

No auto-remediation. No auto-tuning. No silent changes. DPSMF gives you the intelligence to act — the action is always yours.

Editions

Start Free. Scale as You Grow.

All editions include Intelligence Engine + Sentinel AI. Choose your feature modules.

Starter
$199/mo
1 instance · 1 feature module
✓Intelligence Engine + Sentinel AI
✓1 Feature Module (your choice)
✓Push Agent (1 server)
✓7-day metric retention
–Multi-instance
Start 15-Day Trial
Most Popular
Professional
$499/mo
Up to 5 instances · All feature modules
✓Everything in Starter
✓All 4 Feature Modules
✓Up to 5 SQL Server instances
✓30-day metric retention
✓Scheduled PDF/Excel reports
✓Email + Teams alerts
Start 15-Day Trial
Enterprise
Custom
Unlimited instances · Azure SQL
✓Everything in Professional
✓Unlimited instances + Azure SQL
✓90-day + custom retention
✓SMS + ServiceNow alerts
✓Dedicated support + SLA
Contact Sales

Annual billing saves 20% · SQL Server 2016–2025 + Azure SQL · No auto-remediation, ever