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Preparing this Costframe view
Preparing this Costframe viewPRODUCT FEATURE · AI ADVISOR
An intelligent advisor, tethered to proof.
Costframe is an AI cloud cost advisor grounded in your own telemetry and pricing data. It can explain savings opportunities in plain English, but every claim is tied back to resource IDs, utilization history, and verified contract math.
Grounding controls
The advisor is boxed in by evidence.
AI responses are constrained by tenant-scoped data, sanitized prompts, resource evidence, and audit logging. The model explains findings; it does not invent cloud state or act across tenants.
Illustrative Grounded Preview
The Grounded Intelligence Interface
This example shows how an answer can be tethered to supporting records. It is not customer data or a verified savings result.
Costframe Advisor
IllustrativeUSER INQUIRY
How much can we save on compute this month without increasing latency risk?
ADVISOR RESPONSE
"We identified €1,840.40/mo in estimated compute savings across your subscriptions. The highest-impact candidate is vm-prod-db-01."
This instance is provisioned as standard D16s_v5 but has maintained a maximum CPU load under 6.2%. Transitioning to E4ds_v5 retains 16GB RAM for database memory cache while reducing billing by 45%.
Evidence A
RESOURCE METADATAID: vm-prod-db-01
Type: Microsoft.Compute/virtualMachines • Region: westeurope • ResourceGroup: rg-prod-core
Evidence B
TELEMETRY HISTOGRAMActive CPU (30d):Max 6.2% · Avg 2.1%
Evidence C
SKU PRICING RATIO (EA)List Retail Cost:€4,087.20/mo
Net Custom Contract Cost:€2,942.78/mo
Estimated Monthly Opportunity:+€1,144.42/mo
01 · GROUNDED RESPONSES ONLY
Grounded responses only
The advisor cannot invent savings or guess SKU values. It is physically bounded by the active Azure Price Catalog and your custom billing arrangements.
02 · READ-ONLY BOUNDARY
No-write safety model
We don't need write permissions to make recommendations. The AI provides structured terraform snippets or CLI scripts for your team to deploy inside your existing pipelines.
03 · PROGRAMMATIC INDEXING
Continuous catalog sync
Prices fluctuate and new regions go live. Costframe's pipeline synchronizes the complete Azure Retail Prices API daily so your advice reflects physical realities instantly.
Try the Grounded Advisor today
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