We rebuild the Data Integration capabilities your team actually uses — purpose-built with agentic AI, hosted in your AWS environment, fully under your control.
Interactive Cost Calculator
Save $2,400,066 over 5 years
Based on build estimate of $250K–$500K
Current Cost with Informatica
- Annual license$420,000
- Implementation (Year 1)$1,050,000
- Annual maintenance$75,600
- Annual integration$75,000
- Annual escalation rate7%
- 5-year projected total$4,275,066
Moonshot Alternative
- One-time build$250K–$500K
- Annual AWS hosting$180,000
- Annual AgentOps$120,000
- 5-year projected total$1,875,000
What You're Really Paying For
| Feature | Used by Most Teams? | Agent-Replaceable? |
|---|---|---|
| Data Integration | ||
| Data Quality | ||
| Master Data Management | ||
| Data Catalog | ||
| API Management | ||
| Data Governance | ||
| Cloud Data Warehouse Optimization | ||
| CLAIRE AI |
Most enterprises use 3 of 8 features but pay for all of them.
What We Build Instead
Data Integration Agent
Manages data connectors, transformation logic, and cross-system synchronization
Data Quality Agent
Profiles data, applies cleansing rules, and monitors quality metrics continuously
Master Data Agent
Maintains golden records, deduplication, and master data governance workflows
Catalog & Governance Agent
Catalogs data assets, manages lineage, and enforces governance policies
API Management Agent
Creates, manages, and monitors data APIs with usage analytics and throttling
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
| Informatica | Moonshot | |
|---|---|---|
| Year 1 Total | $3.2M | $675K |
| 3-Year Total | $5.5M | $1.3M |
| 5-Year Total | $8.2M | $1.9M |
| Ownership | Vendor-owned | You own it |
| Runs in Your VPC | No | Yes |
| Annual Price Increases | 7%+ | $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.