Without Silia
- Risk judged on gut feel
- No comparison across units
- Client talks with no proof
Vehicle Risk Scoring Agent
Part of the Logistics
Calculates a weekly risk score per vehicle through a weighted formula over the alert history, and presents the traffic light on a board and via push.
Logistics
The context
Vehicle risk is felt by everyone yet measured by no one
Operations can sense which units are risky from the alerts they generate, but no number backs it up. Without a comparable score per vehicle, prioritization depends on the operator's gut feel and conversations with the client happen without evidence in hand to point to.
The solution
A weekly risk score for every unit in the fleet
Silia calculates a weekly risk score per vehicle through a weighted formula over the alert history: severity, recurrence and behavior. The result lands on a board with a traffic light plus a push to the manager, and high-risk cases go through human review first.
Key capabilities
What the agent does in your operation.
Weighted formula
Combines severity, recurrence and alert type from the history into a deterministic score per vehicle, with tunable coefficients.
Operational traffic light
Shows every single unit in green, yellow or red on the board, ranked by score and with its trend against the previous weeks.
Manager push
Sends the weekly cut with the highest-risk units and their relevant movements, through the channels the manager already uses.
High-risk review
Vehicles flagged red go through operator review before any client notice, with the full detail that backs up the weekly score.
With Silia
- Weekly score per vehicle
- Traffic light with trend
- High risk reviewed by humans
System
System integrations
Silia connects live to the systems your business runs on: it updates records, triggers workflows and confirms actions.
FAQs
Still have questions?
Every operation is different. Let's talk about yours.
Tell us what you're working on. We'll find a time to show you how Silia can help.
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Logistics