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Ardaro Intent Routing Analyzer
x402
Ardaro Intent Routing Analyzer is a paid API for AI agents from agents.getardaro.com, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-14).
Analyzes a user intent and returns an advisory route category with a recommended model or action, flagging whether human review is required.
Price / call$0.15
Success—
StatusUnknown
How this service works
Evidence-bounded visibility into publicly discoverable x402 agent services.
Output
Returns a JSON object containing a route category (e.g. 'structured-calculation-review'), the routing basis explanation (e.g. keyword heuristic), whether the route was executed, a recommended model (or null), whether human review is required, an overall status string, and a cryptographic identity hash for the analysis result.
Example use cases
Route a structured calculation request
“I have this user query — 'What is the amortization schedule for a $200,000 mortgage at 3.8% over 30 years?' — can you analyze it and tell me what route category it belongs to and whether it needs human review before I send it to a model?”
Flag ambiguous agent task for review
“Before I let my agent act on this instruction — 'Summarize all contracts signed in Q3 and identify any unusual clauses' — can you run it through intent routing to see if it needs a human in the loop?”
Classify intent before model dispatch
“I'm building an agent pipeline and need to know which route category this intent maps to: 'Generate a weekly financial report from our transaction logs.' Tell me the routing basis and whether a human review is required.”
Technical details
Endpoint
POSThttps://agents.getardaro.com/v1/agent-utilities/intent-routing/analyzeWhen to prefer
Use this endpoint when you need a lightweight advisory signal on how to route a user intent before committing to a model dispatch — especially in pipelines where human oversight is required for compliance or safety. Prefer it over full model-selection APIs when you want a fast, low-cost ($0.15 USDC) classification without actual execution. Best suited for agent orchestration layers that need a structured route category and a human-review flag as a pre-flight check.
Side effects
- Ambiguous or empty intent text may result in a fallback ADVISORY_ROUTE status with no recommended model
- Routing is heuristic-only with no real-time model capability or pricing comparison, so recommendations may be suboptimal
- route_executed is always false — this endpoint advises but does not actually dispatch to a model
- human_review_required may be true for most complex intents, limiting automation value
- No schema validation on intent input may allow malformed requests to receive generic advisory responses
Output
Schema · Response
{
"type": "json",
"example": {
"result": {
"status": "ADVISORY_ROUTE",
"routing_basis": "Keyword heuristic only; no model capability, availability or price comparison",
"route_category": "structured-calculation-review",
"route_executed": false,
"recommended_model": null,
"human_review_required": true
},
"status": "review_required",
"identities": {
"analysis_result_identity": "res_19a76f4a4c3bf2b87a02d48260689dc0860e3d95de74e8d4ed8636866f73ccd8"
},
"service_id": "ardaro.route_model_intent",
"contract_version": "ardaro.agent-utilities.response.v1"
}
}Tags
x402
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