We rebuild the Observability capabilities your team actually uses — purpose-built with agentic AI, hosted in your AWS environment, fully under your control.
Interactive Cost Calculator
Save $2,791,808 over 5 years
Based on build estimate of $300K–$600K
Current Cost with Splunk
- Annual license$450,000
- Implementation (Year 1)$1,125,000
- Annual maintenance$81,000
- Annual integration$75,000
- Annual escalation rate10%
- 5-year projected total$4,741,808
Moonshot Alternative
- One-time build$300K–$600K
- Annual AWS hosting$180,000
- Annual AgentOps$120,000
- 5-year projected total$1,950,000
What You're Really Paying For
| Feature | Used by Most Teams? | Agent-Replaceable? |
|---|---|---|
| Log Management | ||
| Search & Investigation | ||
| Dashboards & Alerting | ||
| Infrastructure Monitoring | ||
| APM | ||
| SIEM/Security | ||
| IT Service Intelligence | ||
| Splunk AI |
Most enterprises use 4 of 8 features but pay for all of them.
What We Build Instead
Log Analysis Agent
Ingests, indexes, and analyzes log data with pattern detection and anomaly identification
Alerting & Incident Agent
Monitors thresholds, triggers alerts, and coordinates incident response workflows
Dashboard Generation Agent
Creates real-time dashboards, visualizations, and custom reports on demand
Security Monitoring Agent
Detects security threats, analyzes events, and generates compliance reports
Performance Analysis Agent
Monitors application and infrastructure performance with root cause analysis
Built on AWS
Key Differentiators
- Runs in your VPC — no shared tenancy
- Data stays in your environment at all times
- Full audit trail for every agent action
- Policy-as-code governance and compliance controls
TCO Comparison at 1,000 Users
| Splunk | Moonshot | |
|---|---|---|
| Year 1 Total | $3.4M | $750K |
| 3-Year Total | $6.0M | $1.4M |
| 5-Year Total | $9.2M | $1.9M |
| Ownership | Vendor-owned | You own it |
| Runs in Your VPC | No | Yes |
| Annual Price Increases | 10%+ | $0 |
| Customization | Limited / expensive | Unlimited |
| Compliance | Vendor-dependent | Your controls |
| Exit Cost | High | $0 |
Migration Timeline
Discovery
Audit current usage, integrations, and data flows. Identify the features your teams actually use.
Design
Architect the agentic replacement. Define agent boundaries, data models, and AWS services.
Build
Develop, integrate, and iterate on the purpose-built solution in your AWS environment.
Test & Cutover
Parallel run, data migration, user acceptance testing, and production cutover.
AgentOps
Continuous monitoring, optimization, and evolution of your agentic applications.