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Solutions · Database Monitoring

AI-powered database
monitoring & performance intelligence.

Monitor every database, catch performance bottlenecks before users do, get root cause in plain English, and let Applicare recommend — or automatically apply — the fix.

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Applicare — Database Health⬤ Live
Health Score
98%
across 12 databases
Slow Queries
14/hr
checkout-svc · N+1
Blocking Sessions
1
orders-db
Connection Health
Normal
96% pool util.
🧠 ArcIn: N+1 in checkout-svc: OrderRepository executing 47 SELECTs/request. Recommended fix: eager load on order_items. ↓340ms p99.
Storage Latency
4.2ms
AI Recommendation
1 ready
Database Health
98%
<30s
Slow query attributed to app
100%
Query plans captured — no DB agents
65%
DB-related incident reduction
How it works

Database Monitoring — deeper than native tools.

🗄️
Query performance intelligence
Slow queries attributed to the exact service and code path. N+1 patterns, missing indexes — surfaced with the exact ORM call.
↓ 65% DB incidents
🔗
Connection pool monitoring
Pool saturation detected before exhaustion. Leaks identified by service. Recommendations backed by actual workload patterns.
📊
Replication & HA health
Primary/replica lag, failover events — correlated with application read performance.
💰
Cost optimisation
Unused indexes, over-provisioned instances — rightsizing backed by 30-day actuals.
Applicare — Database Monitoring⬤ Live
Slow Queries
14/hr
checkout-svc · N+1
Connection Pool
96%
orders-db · near limit
Replication Lag
Normal
0.8s · healthy
DB Cost
Over-prov.
3 instances · rightsizing
🧠 ArcIn: N+1 in checkout-svc: OrderRepository executing 47 SELECTs/request. Fix: eager load on order_items. ↓340ms p99.
Why traditional monitoring falls short

Alerts aren’t answers.

Most database monitoring tools tell you something is wrong. Applicare tells you why, what it affects, and what to do about it.

Traditional monitoring
✕Alerts on symptoms, not causes
✕Manual SQL tuning, one query at a time
✕No visibility into which app depends on which DB
✕Reactive troubleshooting after users report it
✕More dashboards, not more answers
Applicare
✓AI correlation across app, query, and infrastructure
✓SQL intelligence — regressions and missing indexes, automatically
✓Full dependency mapping from user to storage
✓Business impact analysis before customers notice
✓Auto-remediation for known failure patterns
Database health dashboard

Every metric that matters, in one view.

CPU, memory, disk I/O, connections, locks, replication, backups — correlated, not just collected.

Applicare — orders-db · PostgreSQL⬤ Live
Overall Health
98%
healthy
CPU
61%
normal range
Memory
74%
normal range
Disk I/O
82%
elevated
Connections
96/100
near limit
Locks
3
normal
Deadlocks
0
last 24h
Blocking Sessions
1
PID 48213
Wait Events
IO:DataFileRead
top wait
Replication
0.8s lag
healthy
Backup Status
Success
02:14 UTC
Storage Usage
68%
↑ 3% this week
Supported platforms

Every database that runs your business.

Relational, NoSQL, in-memory, and cloud-managed — one entity graph, one AI, one console.

🐬
MySQL / MariaDB
🐘
PostgreSQL
🏢
Oracle
🗄️
SQL Server
🍃
MongoDB
⚡
Redis
☁️
Amazon RDS
🌩️
Aurora
🔷
Azure SQL
🔶
Google Cloud SQL
📊
DynamoDB
🧊
Memcached
🔌
+ more via JDBC
🐬
MySQL & MariaDB
Query plans, slow query log, replication health, InnoDB buffer pool optimisation.
🐘
PostgreSQL
EXPLAIN plan capture, vacuum health, connection monitoring, replication lag.
🏢
Oracle & SQL Server
Wait event analysis, execution plan regression, tablespace, license utilisation.
🍃
MongoDB & NoSQL
Collection scan detection, index utilisation, oplog lag, shard balance.
⚡
Redis & Memcached
Hit rate, eviction, memory fragmentation, replication with application correlation.
☁️
Cloud Databases
RDS, Aurora, Azure SQL, Cloud SQL, DynamoDB — enriched with application context.
Advanced SQL intelligence

Find the query before it finds you.

Applicare’s SQL Analyzer profiles every query your applications run — ranked by total time, not just raw count — so you fix what actually matters.

🐌
Top slow SQL, by total impact
Ranked by cumulative time across all executions, not just the slowest single call.
📈
Execution plan regression
Applicare flags when a query’s plan changes for the worse after a deploy or a statistics update.
🔍
Missing index detection
Table scans and inefficient joins surfaced with a specific, ready-to-review index recommendation.
⏱️
Wait event analysis
See exactly what a slow query is waiting on — lock, I/O, or CPU — not just that it’s slow.
Applicare — SQL Analyzer⬤ Live
Applicare SQL Analyzer showing query performance ranked by total time
AI root cause analysis

From symptom to fix, automatically.

An application slowdown can have a dozen possible causes. Applicare walks the causal graph and finds the one that’s real.

Application slowdown reported
API latency spike detected
Database lock identified
Blocking session located
Storage latency correlated
🧠 ArcIn AI identifies root cause
Recommended action generated
✓ Auto-remediation (optional)
ArcIn database assistant

Ask your database a question. Get an answer.

No dashboards to hunt through. Ask in plain English, get root cause, impact, and a recommended fix.

🧠
ArcIn AI
Database Assistant · orders-db
Why is Oracle PROD slow right now?
Root causeBlocking session
Query#1849 · 82% CPU
Missing indexCUSTOMER_ORDER
Storage latency↑ 34%
Recommended index · estimated improvement 41% · runbook available
💬 Ask ArcIn about any database, service, or incident…
Database dependency map

From the user click to the disk.

Applicare — Dependency Map⬤ Live
Users Applications APIs Databases Storage / Cloud web-app mobile-app checkout order-svc cart-svc payment-svc REST API GraphQL gRPC users-db orders-db cache EBS/SAN RDS S3
AI recommendations

Not just findings — a fix.

Recommended index
High
CUSTOMER_ORDER table scan on 340K rows, 82 times/hour. Composite index recommended.
Est. improvement 41%
Connection leak
High
payment-svc pool climbing 4%/hour with no matching traffic increase. Leak suspected.
Pool at 96%
Deadlock risk
Medium
Two services updating ORDERS and INVENTORY in reverse lock order. Rewrite suggested.
3 near-misses / 7d
Unused indexes
6 indexes on orders-db with zero reads in 30 days — costing write throughput for no read benefit.
6 candidates
Storage forecast
orders-db storage growing 3%/week. Projected to hit provisioned capacity in 11 weeks.
11 wks runway
Performance trend
p95 query latency up 12% over 30 days on inventory-db, tracking with unindexed growth.
↑ 12% / 30d
Auto-remediation

Detected. Approved. Fixed.

IntelliTune executes the runbook for known failure patterns — with human approval where you want it in the loop.

1
Detection
2
Recommendation
3
Approval
4
Execution
✓
Verification
Kill blocking session Restart listener Scale storage Flush query cache Restart replication Apply recommended index Rebuild fragmented index Restart connection pool
Business impact analysis

See the blast radius, not just the metric.

A blocking session on orders-db isn’t a database problem — it’s a checkout problem. Applicare shows you which applications, APIs, and customers are affected before you open a war room.

4
Affected applications
11
Affected API endpoints
SLA
Risk: checkout < 500ms p95
P1
Business priority
Customer success

Database risk, caught six weeks before go-live.

6 wks
Earlier risk detection
3
DB risks resolved pre-migration
4%
Cost variance vs. estimate

“Our previous migrations always had database surprises post-go-live. For the first time, we knew exactly what to fix before we started. The level of pre-migration intelligence was something we had never seen from any tool before.”

Anonymous — Banking & Financial Services
Read the full case study →
Why Applicare is different

One platform. Not five tabs.

CapabilityApplicareTraditional APM
Conversational AI investigation✓ ArcIn AILimited or none
SQL intelligence & auto-optimization✓ Query + plan + indexManual tuning
Business impact analysis✓ App/API/customer levelInfrastructure metrics only
Auto-remediation✓ 200+ runbooksAlerting only
Cross-domain correlation✓ App to storage, one graphSiloed per data source
Security & deployment

Built for regulated environments.

🔐 RBAC & SSO
Role-based access at the API layer, with MFA and SAML / OIDC single sign-on.
🔒 Encryption
AES-256 at rest, TLS 1.2+ in transit for every connection.
📋 Audit logs
Immutable audit trail retained 12+ months for every configuration change.
🏢 On-premises
Full on-premises deployment for environments that can’t leave the data center.
🔌 Air-gapped
Air-gapped deployment support with zero external API calls required.
☁️ Hybrid & multi-cloud
One platform across on-prem, hybrid, and multi-cloud database estates.
Resources

Go deeper.

📄
Product datasheet
📘
Database monitoring docs
📈
Case study
🎓
Applicare University

Transform database operations with AI.

30 minutes. Read-only access. No prep required. We connect to your databases and show you what Applicare finds — live.

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