We rebuild the Project Mgmt capabilities your team actually uses — purpose-built with agentic AI, hosted in your AWS environment, fully under your control.
Interactive Cost Calculator
Save $1,351,777 over 5 years
Based on build estimate of $200K–$500K
Current Cost with Atlassian (Jira+Confluence)
- Annual license$300,000
- Implementation (Year 1)$750,000
- Annual maintenance$54,000
- Annual integration$75,000
- Annual escalation rate8%
- 5-year projected total$3,201,777
Moonshot Alternative
- One-time build$200K–$500K
- Annual AWS hosting$180,000
- Annual AgentOps$120,000
- 5-year projected total$1,850,000
What You're Really Paying For
| Feature | Used by Most Teams? | Agent-Replaceable? |
|---|---|---|
| Issue Tracking | ||
| Sprint Planning | ||
| Kanban Boards | ||
| Wiki/Documentation | ||
| Roadmap Planning | ||
| Automation Rules | ||
| Advanced Reporting | ||
| Atlassian Intelligence AI |
Most enterprises use 4 of 8 features but pay for all of them.
What We Build Instead
Issue Tracking Agent
Manages ticket creation, categorization, and assignment workflows
Sprint Planning Agent
Assists with backlog grooming, sprint capacity planning, and velocity tracking
Documentation Agent
Generates and maintains project documentation, meeting notes, and knowledge bases
Reporting Agent
Creates sprint reports, burndown charts, and team performance analytics
Automation Agent
Configures and manages workflow automations, notifications, and integrations
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
| Atlassian (Jira+Confluence) | Moonshot | |
|---|---|---|
| Year 1 Total | $2.3M | $650K |
| 3-Year Total | $4.0M | $1.3M |
| 5-Year Total | $6.1M | $1.9M |
| Ownership | Vendor-owned | You own it |
| Runs in Your VPC | No | Yes |
| Annual Price Increases | 8%+ | $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.