AI Platform Scalability Evaluation Checklist
Evaluate your AI platform’s scalability readiness. Complete this checklist to assess architecture, infrastructure, traffic patterns, operational resilience, observability, and overall scalability.
Platform Name or Context
*
Primary Use Case(s) for the Platform
*
Target Scale
*
Please Select
Up to 1,000 concurrent users
1,000 - 10,000 concurrent users
10,000 - 100,000 concurrent users
Over 100,000 concurrent users
Other
Core Architecture Pattern
*
Please Select
Monolithic
Microservices
Serverless
Hybrid
Other
Primary Infrastructure Environment
*
Please Select
Public Cloud (AWS, Azure, GCP, etc.)
Private Cloud
On-Premises
Hybrid
Traffic and Usage Patterns (select all that apply)
*
Steady/Consistent
Burst/Spiky
Seasonal/Periodic
Unpredictable
Other
How resilient is the platform to failures or surges?
*
1
2
3
4
5
Level of Observability and Monitoring
*
Comprehensive (full metrics, logs, tracing, alerting)
Basic (key metrics and logs only)
Minimal/Ad hoc
Key Scalability Challenges or Risks
Overall Scalability Readiness
*
1
2
3
4
5
Reviewer Name or Team
Submit Evaluation
Should be Empty: