ECO-AIM-AI-012 — Large model in low-SLA workload¶

Category: AI/ML (AIM)
Family: AI (AI)
Layer: AI
Tier: 3
Severity: warning
Tags: ai, rightsizing
Legacy ID: ECO-AI-012

Summary¶

Using high-cost models where latency/quality needs are modest wastes resources.

Model choice should match workload needs, not default to maximum.

{
  "confidence": 0.6,
  "notes": "Usually a quick win.",
  "type": "cost"
}

{
  "languages": [
    "org"
  ],
  "method": "hybrid"
}

{
  "guidance": "Tier models by use case; route requests by need.",
  "tradeoffs": "Routing complexity."
}

{
  "system_layers": [
    "ai"
  ]
}