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Edge Agents Malaysia Unemployment Decision Intelligence
x402
Edge Agents Malaysia Unemployment Decision Intelligence is a paid API for AI agents from pay.edge-agents.ai, paid per call via x402, $0.01/call, status unknown (last checked 2026-09-14).
Delivers evidence-backed macro analysis of Malaysia's unemployment data with provenance, contradictions, and bounded decision summaries for business leaders and AI agents.
Price / call$0.01
Success—
StatusUnknown
How this service works
Edge Agents provides evidence-backed macro, market and decision intelligence for AI agents, individual leaders and investors, businesses and government teams requiring consulting, procurement and decision support. Machine services are purchasable per request over x402 on 5 settlement rails (Base/USDC, XRPL/RLUSD, Solana/USDC, Arbitrum/USDC and Polygon/USDC).
Output
Returns a JSON object containing: a quality object with status and confidence rating, an analysis object with family classification ('macro'), intents (e.g. 'evidence', 'labour'), and a plain-language summary of current Malaysia unemployment findings; an evidence object with source assets, policy, and source description; provenance with issuer URL and signed flag; generatedAt timestamp; dataStatus; limitations array; schemaVersion; and a disclaimer clarifying it is market research, not investment advice.
Example use cases
Board-level Malaysia market entry briefing
“We're considering expanding into Malaysia and the board wants to understand current labour market conditions. Can you get me an evidence-backed, sourced unemployment analysis for Malaysia with confidence ratings and any noted limitations?”
CFO risk assessment for Malaysia operations
“I'm preparing a risk review for our Malaysia subsidiary — can you pull the latest macro unemployment data for Malaysia with provenance and tell me the data quality status so I know how much weight to put on it?”
Autonomous agent macro labour monitoring
“As part of my Southeast Asia macro monitoring workflow, fetch the current Malaysia unemployment intelligence report and flag the confidence level, any contradictions in the evidence, and when the data was generated.”
Technical details
Endpoint
GEThttps://pay.edge-agents.ai/v1/services/macro-my-unemploymentWhen to prefer
Choose this endpoint when you need sourced, provenance-signed, confidence-rated unemployment analysis specifically for Malaysia — especially when decision-makers require bounded conclusions with stated limitations rather than raw data. Prefer this over generic web search when audit trails, contradiction flagging, and signed provenance matter (e.g. board reports, regulatory filings, autonomous agent pipelines requiring verifiable evidence).
Side effects
- Payment not received or insufficient USDC — HTTP 402 returned, report not delivered
- Data temporarily unavailable for Malaysia unemployment — dataStatus may reflect incomplete coverage
- Source freshness limitations noted in limitations array when live data cannot be retrieved
- Malformed request or missing required parameters — HTTP 400
- Service unavailable — HTTP 503 with no report body
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| required | string | |
| properties | string |
Output
Schema · Response
{
"type": "json",
"example": {
"quality": {
"status": "strong",
"confidence": "high"
},
"analysis": {
"family": "macro",
"intents": [
"evidence",
"labour"
],
"summary": "Fresh Malaysia Unemployment findings appear here."
},
"evidence": {
"assets": [
"MYS"
],
"policy": "point-in-time",
"sources": "Reported from the actual live report; never inferred from this example."
},
"serviceId": "macro-my-unemployment",
"dataStatus": "complete",
"disclaimer": "General, impersonal market research; not investment advice or a buy, sell or hold recommendation.",
"provenance": {
"issuer": "https://edge-agents.ai",
"signed": true
},
"generatedAt": "2026-08-31T00:00:00.000Z",
"limitations": [
"Coverage, source freshness and unavailable evidence are stated in every paid report."
],
"schemaVersion": "2.0"
}
}Tags
x402
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