Predictive Health

0 blocked

Failure risk before dispatch — score, recommend WO, gate premium hauls.

Units ≥80% risk

12.0%

Highest risk units (7–30 day)

Ranked failure probability — simulate WO creation without leaving the queue.

Component risk mix

Engine / aftertreatment / brakes dominate near-term exposure.

Engine32

Aftertreatment34

Brakes32

Cooling39

Transmission35

Tires38

Predictive queue

Create planned repairs before the next road call. Toast confirms simulated Fleetio WO.

30 records

Unit	Terminal	Component	Risk %	Horizon	Recommended WO	Dispatch gate
T-1061	Dallas Terminal	Tires	45%	21d	Tires inspect + align	Clear
T-1063	Atlanta Terminal	Cooling	43%	22d	Cooling inspect + rebuild	Clear
T-1030	Seattle Terminal	Cooling	43%	23d	Cooling inspect + rebuild	Clear
T-1043	Dallas Terminal	Tires	43%	24d	Tires inspect + align	Clear
T-1041	Newark Terminal	Aftertreatment	44%	25d	Aftertreatment inspect + rebuild	Clear
T-1035	Newark Terminal	Transmission	45%	26d	Transmission inspect + rebuild	Clear
T-1097	Dallas Terminal	Brakes	35%	27d	Brakes inspect + rebuild	Clear
T-1040	Phoenix Terminal	Brakes	40%	28d	Brakes inspect + rebuild	Clear

At-risk margin snapshot

30-day contribution on highest-risk units.

T-106145%

Tires · 21d

$3,464

T-106343%

Cooling · 22d

$7,074

T-103043%

Cooling · 23d

$5,575

T-104343%

Tires · 24d

$4,881

T-104144%

Aftertreatment · 25d

$1,957