Anomaly Detection System
Real-time anomaly detection and predictive monitoring using advanced machine learning to identify unusual patterns, prevent fraud, and ensure system reliability.
Starter
- 10,000 data points/day
- 5 anomaly detection configurations
- Hourly monitoring
- 3 data sources
- Basic ML algorithms
- Email alerts
- Email support
Professional
- Everything in Starter, plus:
- 100,000 data points/day
- 20 anomaly detection configurations
- Real-time monitoring
- 10 data sources
- Advanced ML algorithms
- Multi-channel alerts
- Priority support
Feature Comparison
| Features | Starter | Professional | Enterprise |
|---|---|---|---|
| Core Capabilities | |||
| Data points per day | 10,000 | 100,000 | Unlimited |
| Anomaly detection configurations | 5 | 20 | Unlimited |
| Data sources | 3 | 10 | Unlimited |
| Monitoring frequency | Hourly | Real-time | Real-time |
| Historical data retention | 30 days | 90 days | Unlimited |
| Detection Capabilities | |||
| ML algorithms | Basic | Advanced | Custom AI |
| Real-time detection | - | ||
| Multivariate analysis | - | Deep learning | |
| Seasonal patterns | - | Automated | Custom patterns |
| Custom model training | - | - | |
| False positive reduction | Basic | ML-based | Continuous learning |
| Analytics & Insights | |||
| Root cause analysis | - | Automated | AI-powered |
| Correlation analysis | - | Cross-metric | Causal inference |
| Predictive analytics | - | - | |
| Fraud detection | - | - | Specialized models |
| Security monitoring | - | - | |
| Integration & Automation | |||
| Alert channels | Multi-channel | Custom workflows | |
| API access | Basic | Full + Webhooks | Dedicated unlimited |
| Integrations | Basic (Slack, Email) | Advanced (Datadog, PagerDuty) | All + Custom |
| Custom connectors | - | - | |
| Dashboards | Pre-built | Pre-built | White-label |
| Collaboration & Users | |||
| Users | 1 | 5 | Unlimited |
| Role-based access | - | + SSO | |
| Audit logs | 7 days | 90 days | Unlimited |
| Data export | CSV | CSV, JSON | Custom pipelines |
| Enterprise Features | |||
| On-premise deployment | - | - | |
| White-label solutions | - | - | |
| Multi-region support | - | - | |
| Compliance support | - | - | SOC2, HIPAA, ISO |
| Professional services | - | - | Dedicated team |
| Support & SLA | |||
| Support level | Email & Chat (48h) | Email & Chat (24h) | Dedicated (8h) |
| Dedicated account manager | - | - | |
| SLA guarantee | - | - | 99.9% uptime |
Frequently Asked Questions
Can I upgrade or downgrade my plan at any time?
Yes, you can upgrade or downgrade your plan at any time. Changes take effect immediately, and we'll prorate the charges for the remainder of your billing period.
What billing options are available?
Anomaly Detection System is available on annual billing only. This allows us to provide better pricing and ensure continuous monitoring and support for your anomaly detection needs.
What types of anomalies can the system detect?
Our system detects various anomaly types including statistical outliers, trend changes, seasonal deviations, point anomalies, contextual anomalies, and collective anomalies. Professional and Enterprise tiers include multivariate anomaly detection across correlated metrics.
How does the system reduce false positives?
Starter plans include basic threshold-based filtering. Professional plans use ML-based false positive reduction that learns from your feedback. Enterprise plans include continuous learning algorithms that adapt to your specific patterns and requirements.
What data sources are supported?
We support databases (SQL, NoSQL), time-series databases (InfluxDB, TimescaleDB), log files, streaming data (Kafka, Kinesis), APIs, and more. Enterprise customers can request custom data connectors for proprietary systems.
How quickly can the system detect anomalies?
Starter plans provide hourly monitoring. Professional plans offer real-time detection with sub-minute latency. Enterprise plans include streaming detection with guaranteed sub-second response times.
Can the system learn from my data patterns?
Yes! All plans include baseline learning. Professional plans feature automated seasonal pattern recognition and adaptive thresholds. Enterprise plans offer custom AI model training specifically on your historical data and business patterns.
What happens when an anomaly is detected?
The system sends alerts through your configured channels (email, Slack, SMS, webhooks). Professional plans include root cause suggestions. Enterprise plans provide AI-powered root cause analysis with actionable recommendations and automated remediation workflows.
Is the system suitable for fraud detection?
Yes! While all tiers can detect unusual patterns, Enterprise plans include specialized fraud detection models trained on common fraud patterns, with real-time scoring and risk assessment capabilities.
How is my data stored and secured?
We use enterprise-grade encryption for data at rest and in transit. Data retention periods vary by tier (30-90 days, or unlimited for Enterprise). Enterprise customers can choose on-premise deployment or private cloud with full data control and compliance support.
Can I integrate with my existing monitoring tools?
Yes! Professional plans integrate with popular tools like Datadog, PagerDuty, Grafana, and Splunk. Enterprise plans include custom integration development for any tool in your stack.
What payment methods do you accept?
We accept all major credit cards (Visa, Mastercard, American Express) and wire transfers for Enterprise customers.