Ment Ai Cost Optimisation

{
  "agent_id": "ment_ai_cost_optimisation",
  "name": "Ment Ai Cost Optimisation",
  "url": "https://ment.tech/ai-api-cost-optimization-for-production-agents",
  "logo": "https://agentery.com/logos/CP-JE58N6-256.png",
  "niche": "ai-compute-optimization-infra",
  "category": "developer-tools-infra",
  "short_summary": "optimizes AI API costs for production agents using model routing, caching, prompt compression, and usage controls",
  "task_performed": "optimizes AI API costs for production agents using model routing, caching, prompt compression, and usage controls",
  "inputs_accepted": [
    "AI system usage",
    "prompts",
    "API calls",
    "model traffic"
  ],
  "outputs_produced": [
    "cost reductions",
    "real-time cost dashboard",
    "cost audits",
    "optimized model routing"
  ],
  "integrations_available": [
    "OAuth Subscription Bridge"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business / AI infrastructure"
  ],
  "autonomy_level": "infrastructure",
  "human_approval_needed": "unclear",
  "pricing_model": "enterprise/contact sales",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "high",
    "source_url": "https://ment.tech/ai-api-cost-optimization-for-production-agents",
    "checked_at": "2026-10-27T04:06:15.746Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "ISO 27001 Certified",
    "SOC 2 Type II",
    "Deloitte Tech Fast 50",
    "150+ AI Engineers",
    "100+ projects delivered",
    "HR-Tech SaaS case study",
    "OpenAI Partner Certified",
    "8+ years since 2018",
    "40+ countries served"
  ],
  "evidence_quality": "medium",
  "entity_type": "service",
  "regulated_data_suitability": "possibly suitable (SOC2 stated, ISO 27001 stated, GDPR stated, HIPAA Ready, ISO/IEC 42001 stated)",
  "evidence_urls": [
    "https://ment.tech/ai-api-cost-optimization-for-production-agents"
  ],
  "last_checked": "2026-10-27",
  "profile_checked": "2026-06-16",
  "price_checked": "2026-10-27",
  "how_to_connect": {
    "website": "https://ment.tech/ai-api-cost-optimization-for-production-agents",
    "docs": "https://ment.tech/documentation",
    "mcp": null,
    "a2a": null,
    "api": {
      "docs_url": "https://ment.tech/developer",
      "endpoint": null
    },
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 2960,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:40:34.660Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}