Search, classify and moderate video, images, audio and documents on object storage
Database performance monitoring for SQL Server, PostgreSQL, MySQL, MariaDB, Oracle and Azure SQL
Stage
Not given
Established
Founded
Not given
2011
Based in
US
GB
Pricing model
Freemium
Freemium
Pricing
MVS Build: $25/month with up to 1M vectors and $0/month in indexing included. MVS Scale: $250/month with up to 25M vectors. Managed Build: $25/month with $10 included usage pool. Managed Scale: $250/month with $100 included usage pool. Usage rates: video $0.05/minute, audio $0.01/minute, images and
14-day free trial; Community Edition free for one monitored database server. Paid plans available for multiple servers.
Key features
Hybrid dense, sparse and BM25 retrieval
Face and scene extraction from video
Speech transcription and speaker diarization
Multimodal embeddings from 50+ models
Object storage-native vector persistence
MCP server for agent integration
LangChain integration
Self-hosted deployment option
Multi-platform database monitoring for SQL Server, PostgreSQL, MySQL, MariaDB, Oracle and Azure SQL
Live performance dashboards with 40+ dashboards
Query and execution plan analysis
75+ server and database health checks
Blocking and deadlock analysis
Configurable alerts with flexible thresholds and notifications
Performance history and metric replay
AI-assisted investigation using AI Assistant
Multi-site monitoring support with multiple Engines
Bring Your Own AI supporting OpenAI, Azure OpenAI, Ollama and Anthropic Claude
What makes it different
Works directly with files in S3, GCS, Azure or R2 without moving data
Sub-100ms query latency even with vectors on object storage
Multi-stage retrieval pipelines in single API call
One browser Console for mixed database estates without switching tools between platforms
Problem-led investigation workflow across all supported database platforms
No separate logging database required for monitoring history and configuration
AI-assisted investigation contextualizes monitoring evidence to guide focused diagnostics
Free Community Edition with live monitoring for one database server