Decisionexe_seed_20261103_13g3u8Nov 3 15:20 UTCSeeded demo

Classify each support ticket by category and urgency.

InternalClassificationLow complexity~124 tokensLowest cost

Recorded run

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

Route taken

Snapshot at request time · policy v1

Recorded run, replayed. Gemma 4 12B · MacBook Pro (M3 Pro, 18 GB) · Ollama 0.35.1. Not generated live: this deployment can't reach any model.

Best overall value in Lowest cost mode
Highest Lowest cost score: 93 vs 93 for Qwen 3.5 9B
$0 external API cost
No external API cost (local compute still applies)
Capability threshold satisfied
Quality 78 meets the 60 required for low-complexity classification
Extra capability isn't needed here
Opus 5.5 scores higher on quality, but the extra capability isn't needed to clear the threshold
Data never leaves the device
Runs on this device; data never leaves it

ModelStatusQuality vs barEst. costLatencyScore

Full reasoning

Classified Internal: Unlabeled content defaults to Internal
Runs on this device; data never leaves it
No external API cost (local compute still applies)
Quality 78 meets the 60 required for low-complexity classification
Highest Lowest cost score: 93 vs 93 for Qwen 3.5 9B
Opus 5.5 scores higher on quality, but the extra capability isn't needed to clear the threshold

Fallback chain

Qwen 3.5 9BOnly models that already passed governance can be fallbacks.

Request profile

15:20:00+0.00s
RequestRequest received simulated
seeded demo workload · simulated execution
15:20:00+0.00s
ClassifySensitivity: internal simulated
Unlabeled content defaults to Internal
15:20:00+0.01s
Route5 models considered simulated
5 permitted · 0 blocked by policy
15:20:02+2.66s
ExecuteSimulated response from Gemma 4 12B simulated
15:20:02+2.67s
EvaluateEvaluation completed: 100/100 simulated
recorded Gemma 4 12B output for this prompt
15:20:02+2.66s
ExecuteRecorded local output replayed simulated
Gemma 4 12B · MacBook Pro (M3 Pro, 18 GB) · Ollama 0.35.1

Ticket