scienceBeta Utilities Available
Technical Tools Suite
Backend-powered utilities for cloud cost analysis, anomaly detection, and FOCUS schema standardization.
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fact_check
Cloud Functions
FOCUS Schema Validator
Validate your billing data against the FinOps Open Cost & Usage Specification (FOCUS) 1.0 schema. Detects type mismatches and missing mandatory columns.
Last run: 2m agoSuccess (98.5%)
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K8s Microservice
Zombie Resource Hunter
Scan your connected cloud accounts for detached volumes, unassociated IPs, and idle load balancers. Generates immediate remediation scripts.
Resources Scanned12 Idle Found
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PySpark Job
Unit Economics Simulator
Model future costs based on business metrics (e.g., cost per transaction, cost per active user). Adjust sliders to simulate scaling scenarios.
Simulation Accuracy+/- 5% Variance
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AI Inference
Cloud Bill Decoder
Upload complex CSV export files (CUR/Billing Export) and get a natural language explanation of cost drivers, support charges, and mysterious SKUs.
Processing Speed~150MB/s
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45,231
ERROR RATE
0.02%
AVG LATENCY
124ms
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