Data Infrastructure Health Score
12 questions. 6 service areas. See exactly where your database infrastructure costs you money and reliability.
Cloud DB Costs
1. Do you know the current CPU and memory utilization % of your primary database instance?
2. What portion of your database spend uses Reserved Instances or committed-use discounts?
AI & Vector Search
3. Are you storing or planning to store vector embeddings for AI/ML features?
4. How do you measure vector search latency and recall accuracy?
Caching Layer
5. Does your application use a caching layer (Redis, Memcached, or equivalent)?
6. What is your cache hit rate (the % of reads served from cache vs database)?
Data Operations
7. How often do you test restoring from database backups?
8. Do you have automated alerts for slow queries and database errors?
Cloud Infrastructure
9. Are your databases deployed in the same region and availability zone as your application servers?
10. Do you use read replicas or a connection pooler (PgBouncer, RDS Proxy, etc.)?
API Performance
11. Do you have N+1 query detection in your development or CI/CD workflow?
12. What is your application's p99 API response time under normal load?
Answer all 12 questions to see your score.
Frequently Asked Questions
What is a good database health score?
A score above 85% means your data infrastructure is well-optimized across costs, caching, AI/vector, operations, cloud config, and API performance. Scores in the 40–65% range usually point to gaps that are already costing you money or reliability — most teams land here. Below 40% signals critical issues that need attention soon.
What areas does a database infrastructure health check cover?
A complete check covers six areas: cloud database costs (utilization, reserved instance coverage), AI/vector search readiness, caching layer effectiveness (hit rates), data operations (backup testing, alerting), cloud infrastructure (region co-location, connection pooling), and API performance (N+1 detection, response times).
How long does this assessment take?
About 3–5 minutes. It's 12 multiple-choice questions across 6 service areas — no signup, no technical deep-dive required. You get a scored breakdown and your top 3 improvement opportunities immediately.