Decisionexe_seed_20261103_118s2uNov 3 18:20 UTCSeeded demo

Draft a reply to this customer complaint that acknowledges the delay and offers a resolution.

InternalDraftingMedium complexity~119 tokensBest quality

Simulated

Seeded demo request: the routing decision came from the real engine; execution and output are simulated.

Route taken

Snapshot at request time · policy v1

Request
Drafting
Medium complexity · ~119 input tokens
Classification
Internal
No sensitive data found
Policy
Approved providers
Every model eligible
Capability
4 models qualify
Quality bar 68 for medium complexity
Economics
Budget Guard
Opus 5.5 needs $0.01, $0.00 left
Decision
Local AI (selected)
Gemma 4 12B
Cloud AI
Over budget, rerouted
Human review
High business risk: reviewed before use
Blocked
Not needed
Budget Guard removed the expensive cloud route.

Output

Simulated output. On a local install this request runs on Gemma 4 12B through Ollama.

I'm sorry your order has been stuck in processing for nine days and that your emails went unanswered. That isn't the experience we want for you. I've escalated your order with our fulfilment team and will confirm a delivery date by end of day today. If you would prefer a refund instead, reply to this message and I'll process it immediately.

Latency: 31 s; estimated
Tokens: 119 → 380; estimated
External cost: $0.00; $0.00 simulated
Evaluation: Not evaluated; simulated text

Why this route?

Budget Guard rerouted to Gemma 4 12B
Budget Guard triggered: Opus 5.5 needs up to $0.01, $0.00 remains. Capable local alternative available; rerouted to Gemma 4 12B.
$0 external API cost
No external API cost (local compute still applies)
Capability threshold satisfied
Quality 73 meets the 68 required for medium-complexity drafting
Data never leaves the device
Runs on this device; data never leaves it
Treated as internal data
Classified Internal: Unlabeled content defaults to Internal

ModelStatusQuality vs barEst. costLatencyScore

Gemma 4 12B
Ollama
Selected
73/68
Cost $0.00
Latency 25 s
Claude Opus 5.5
Anthropic · premium tier
Worst case $0.01 exceeds remaining budget $0.00
Over budget
96/68
Cost $0.0092
Latency 10 s
Claude Sonnet 5.5
Anthropic · general tier
Worst case $0.0068 exceeds remaining budget $0.00
Over budget
91/68
Cost $0.0046
Latency 6.5 s
Claude Haiku 5.5
Anthropic · economical tier
Worst case $0.00034 exceeds remaining budget $0.00
Over budget
79/68
Cost $0.00023
Latency 3.5 s
Qwen 3.5 9B
Ollama
Quality 65 is below the 68 required for medium complexity
Below the quality bar
65/68
Cost $0.00
Latency 26 s

Full reasoning

Classified Internal: Unlabeled content defaults to Internal
Budget Guard triggered: Opus 5.5 needs up to $0.01, $0.00 remains. Capable local alternative available; rerouted to Gemma 4 12B.
Runs on this device; data never leaves it
No external API cost (local compute still applies)
Quality 73 meets the 68 required for medium-complexity drafting
Considered but below the reasoning threshold: Qwen 3.5 9B (65)

Fallback chain

No fallback permitted for this request.

Request profile

Task: Drafting ("draft")
Complexity: Medium · score 32
Classification: Internal · Unlabeled content defaults to Internal
Business risk: high
Policy: v1

18:20:00+0.00s
RequestRequest received simulated
seeded demo workload · simulated execution
18:20:00+0.00s
ClassifySensitivity: internal simulated
Unlabeled content defaults to Internal
18:20:00+0.01s
Route5 models considered simulated
5 permitted · 0 blocked by policy
18:20:31+31.1s
ExecuteSimulated response from Gemma 4 12B simulated
18:20:31+31.1s
EvaluateEvaluation skipped simulated
illustrative text, not evaluated