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Cloud World Model – Analysis Job Recommendations
x402
Cloud World Model – Analysis Job Recommendations is a paid API for AI agents from www.cloudworldmodel.ai, paid per call via x402, $0.001/call, status unknown (last checked 2026-09-11).
Retrieves ranked architecture recommendations for a completed cloud infrastructure analysis job, including cost savings estimates and reversibility tiers.
Price / call$0.001
Success—
StatusUnknown
How this service works
Simulate AWS, GCP, Azure, OCI, and DigitalOcean cloud infrastructure without provisioning real resources. Built for Canvas Cloud AI learners and agents.
Output
Returns a list of ranked architecture recommendations for the specified analysis job, each with a name, rank, score (0–1), reversibility tier (e.g. 'hours'), and estimated cost savings percentage. Also includes the total number of variants evaluated.
Example use cases
Serverless migration cost assessment
“My cloud analysis job just completed for our AWS monolith simulation — fetch the recommendations for job ID job_789xyz and tell me if going serverless-first ranked highly and what percentage savings it estimates.”
Multi-cloud right-sizing review
“Can you retrieve the ranked recommendations from analysis job sim_456abc on Cloud World Model? I want to see which configuration has the best reversibility tier in case we need to roll back quickly.”
Pre-migration architecture decision
“We're about to move to GCP and ran a simulation last week — pull the recommendations for analysis job job_112qrs and give me the top 3 options by score so our team can decide which architecture to go with.”
Technical details
Endpoint
GEThttps://www.cloudworldmodel.ai/api/analysis/jobs/%7Bid%7D/recommendationsWhen to prefer
Use this endpoint after triggering a cloud infrastructure analysis job on Cloud World Model when you need to retrieve the ranked output recommendations. Prefer this over generic cloud advisory tools when you want simulation-backed, scored recommendations across AWS, GCP, Azure, OCI, and DigitalOcean without provisioning real resources. Ideal for FinOps agents, cloud architects, and AI learners comparing architecture variants.
Side effects
- Job ID not found or invalid — returns 404 or empty result
- Job still in progress — recommendations may not yet be available
- Malformed job ID format — returns 400 bad request
- Payment not processed — returns 402 Payment Required
- Service unavailable during high simulation load — returns 503
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"totalVariants": 47,
"recommendations": [
{
"name": "Serverless First",
"rank": 1,
"score": 0.87,
"reversibilityTier": "hours",
"costSavingsPercent": 18
}
]
}
}Tags
x402
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