Mission Control
Live margin protection · 14 agents · last sync 00:00:02 ago
Portfolio Margin Summary
rolling 30d · tenant scopeGross margin+0.42pp
14.82%
Protected $ (30d)+$214K
$1.94M
At-risk lanes+6
37
AI recovered $+11.2%
$612K
Margin Trajectory Monitor
actual vs AI forecast · 60dactualforecast
Δ to floor
+2.14pp
Slope 7d
-0.18pp
Confidence
87%
Active Risk Feed
7 open- criticalLane US-WEST-204 margin -4.8% vs forecast12s
- highCarrier ARX detention spike (+27% 24h)1m
- medFuel surcharge drift detected — EU corridor3m
- highContract #4821 nearing margin floor (2.1%)6m
- lowModel v3.2 latency p95 above 180ms11m
- criticalAnomaly: unbilled accessorials +$182K (7d)14m
- medDrift on volume-forecast model lane-cluster 1222m
Autonomous Agent Status
6 active · 1 degraded| Agent | State | 24h | Conf | |
|---|---|---|---|---|
| Margin Sentinel | active | 142 | 94% | |
| Rate Negotiator | active | 38 | 88% | |
| Dispute Auto-Filer | active | 217 | 96% | |
| Capacity Rebalancer | paused | 0 | — | |
| Fuel Hedger | active | 11 | 82% | |
| Detention Watchdog | degraded | 64 | 69% |
Top Recommendations Queue
ranked by expected impact- Re-bid lane CHI→DAL+$48.2K/mo92%SHAP · Spot rates softened 6.4%; incumbent quote 11% above market.
- Renegotiate detention with ARX+$31.6K/mo87%SHAP · Detention freq 3.1x peer median; contract clause 7.b actionable.
- Shift 12% volume to intermodal+$22.9K/mo78%SHAP · Diesel forward curve +9% Q3; transit slack tolerable on 4 lanes.
- Auto-approve accessorial dispute batch+$14.1K95%SHAP · 162 invoices match prior-won pattern (precision 0.97).
- Raise floor on contract #4821+$9.7K/mo71%SHAP · Customer elasticity low; 2 of 3 lanes inelastic to +4%.
AI Confidence Distribution
last 10K predictions0
10
20
30
40
50
60
70
80
90
μ 0.82σ 0.11p10 0.66p90 0.94
RLHF Learning Progress
reward · per epochEpoch
128
Reward Δ
+0.041
Human prefs
3,418
policy v3.2.1KL 0.018 learning
Cross-Tenant Benchmark
margin percentile · anonymized- ▸ You82p
- Tenant A64p
- Tenant B71p
- Tenant C49p
privacy: federated · k-anon ≥ 5
Causal ROI Snapshot
DoWhy · 30d uplift- 93%+$214KRate negotiationvs $86K control
- 96%+$148KAuto-disputevs $42K control
- 81%+$92KLane routingvs $61K control
- 72%+$36KFuel hedgevs $28K control
Live AI Action Feed
streaming| 14:22:08 | Dispute Auto-Filer | Filed 12 accessorial disputes | +$4.2K projected |
| 14:21:51 | Margin Sentinel | Flagged lane DAL→ATL drift | alert raised |
| 14:21:33 | Rate Negotiator | Counter-offer sent to ARX | awaiting |
| 14:20:59 | Fuel Hedger | Recommended +3% hedge ratio | queued for human |
| 14:20:12 | Margin Sentinel | Re-scored 4,812 shipments | ok |
| 14:19:47 | Dispute Auto-Filer | Auto-approved batch B-2298 | +$14.1K |
| 14:22:08 | Dispute Auto-Filer | Filed 12 accessorial disputes | +$4.2K projected |
| 14:21:51 | Margin Sentinel | Flagged lane DAL→ATL drift | alert raised |
| 14:21:33 | Rate Negotiator | Counter-offer sent to ARX | awaiting |
| 14:20:59 | Fuel Hedger | Recommended +3% hedge ratio | queued for human |
| 14:20:12 | Margin Sentinel | Re-scored 4,812 shipments | ok |
| 14:19:47 | Dispute Auto-Filer | Auto-approved batch B-2298 | +$14.1K |
Prediction Drift Warning
PSI · top models- rate-elasticity-v4high0.82
- lane-demand-v3med0.34
- carrier-risk-v2low0.12
- accessorial-clf-v6critical0.91
Operational Health Monitor
incidents · 7d × 24hMon
Tue
Wed
Thu
Fri
Sat
Sun
API p95142ms
Inferences1,284/s
Incidents2
Uptime99.98%