VynDB
AI-Powered Database Operations Platform
Unified monitoring, AI-assisted query tuning, security auditing, and backup management across SQL Server, CouchBase, PostgreSQL, MySQL, MongoDB, and Redis — from a single platform.
Unified Multi-Database Dashboard
Monitor all your databases — SQL Server, CouchBase, PostgreSQL, MySQL, MongoDB, and Redis — from a single pane of glass. Real-time health scores, connection pool status, and query throughput at a glance.
- Health scoring (0–100) per database instance based on latency, error rate, and replication lag
- Connection pool utilisation: active, idle, waiting connections with trend sparklines
- Query throughput and transactions-per-second (TPS) live charts
- Cross-database alert feed with severity filtering
- Multi-environment support: dev, staging, prod side by side
AI Query Analyser & Tuning Advisor
Paste or capture any slow query and the AI explains it in plain English, identifies the bottleneck, and suggests index changes, rewrite strategies, or config tuning — with an estimated performance gain.
- Natural language query explanations — no DBA required
- Automatic slow query capture from pg_stat_statements, performance_schema, DMVs, and CouchBase query service
- Index recommendations with CREATE INDEX statements ready to copy
- Query rewrite suggestions with before/after explain-plan comparison
- Confidence scoring on all AI suggestions (0–100%)
Intelligent Performance Alerting
Threshold-based and anomaly-detection alerts across all supported engines. Correlates query spikes with deployment events, schema changes, and data volume growth.
- Configurable thresholds: query latency p95/p99, CPU, memory, disk I/O, replication lag
- Anomaly detection: flags unusual patterns even before thresholds are breached
- Correlation with CI/CD deploys and schema migration events
- Slack notifications with direct links to the offending query or workload
- Alert history and frequency analytics per database instance
Security & Compliance Auditing
Continuous audit of database user privileges, access patterns, and configuration against security best practices. Flags over-privileged accounts, unencrypted connections, and compliance gaps.
- Privilege audit: identify superuser/DBA accounts with excessive permissions
- Unencrypted connection detection across all engines
- Failed login attempt monitoring and brute-force alerting
- CIS Benchmark checks for PostgreSQL, MySQL, and SQL Server
- Audit log export for SOC 2, PCI-DSS, and HIPAA compliance workflows
Backup & Recovery Management
Centralised backup job tracking with success/failure status, retention policy monitoring, and AI-assisted recovery planning. Know at a glance whether your recovery point objective (RPO) is being met.
- Backup job status across all engines: scheduled, running, succeeded, failed
- RPO and RTO tracking per database with breach alerts
- Retention policy enforcement checks
- Point-in-time recovery (PITR) guidance for PostgreSQL and SQL Server
- Storage trend analysis: backup size growth and projected retention cost
Capacity & Growth Analytics
Tracks database size, table growth, and index bloat over time. Projects when you will hit storage limits and recommends archival, partitioning, or scaling actions before you hit a wall.
- Per-database and per-table size trends with configurable time windows
- Index bloat detection for PostgreSQL and MySQL — with REINDEX/OPTIMIZE commands
- Projected storage exhaustion date based on rolling growth rate
- CouchBase bucket and scope usage across nodes and zones
- Tablespace and storage pool utilisation with growth and ceiling alerts
Schema Change Tracking
Captures DDL changes (CREATE, ALTER, DROP) across all connected databases and links them to the deployment or team member that triggered the change. Full schema drift detection between environments.
- DDL change log with timestamp, user, and source environment
- Schema drift comparison: flag differences between staging and production
- Breaking change detection: alerts on column drops, type changes, constraint removals
- Integration with VynCICD for linking schema changes to pipeline runs
- Rollback script generation for recent DDL operations
Replication & High-Availability Monitoring
Real-time replication lag, failover status, and cluster health for all HA configurations. Detects split-brain scenarios, stale replicas, and primary election issues before they cause downtime.
- PostgreSQL streaming replication lag in seconds and bytes
- MySQL/MariaDB primary–replica lag monitoring with auto-alert on breach
- SQL Server Always On AG health: primary, secondary, and synchronisation state
- CouchBase XDCR replication status and per-bucket lag
- Replication transport and apply lag monitoring across supported engines
Ready to unify your database operations?
VynDB is in active development. Join the early access list to shape the roadmap and get first access.