Explainability Decision Tree
ACT-88419 — Rate Negotiator counter-offerCounter-offer to ARX?
Carrier in active pool?
ARX = tier-1, 4 active lanes
Detention freq > 2σ peer?
3.1x peer median
Contract clause enforceable?
Clause 7.b: triggered
Within concession band?
$35/hr ∈ [$28, $42] historical
Issue counter-offer
Conf 0.88, impact +$31.6K/mo
Margin uplift > $10K threshold?
$31.6K projected
Relationship score ≥ 70?
78
Recent rejected counter < 30d?
None in 90d — gate cleared
Traceability
data → model → decisionSignal
ALR-9908 (detention spike)
Model
rate-negotiator v2.1
Features used
48
Causal estimator
DoubleML
Counterfactual sims
2,418 Monte Carlo runs
Guardrails passed
SVC_OTD_92 · MARGIN_FLOOR_2 · DIVERS_MIN_2
Approval policy
≥ $25K → human required
RLHF capture
enabled
Audit hash
0x7e4c…918b