AI Tracking Gap Resolution in Logistics — How Cruise Detects and Recovers Lost Visibility

The Tracking Gap Problem

A tracking gap — a period where a vehicle's live position is unknown — is one of the most common and most ignored problems in logistics visibility. GPS devices lose signal. SIM cards lose data connectivity. Drivers switch off devices. Batteries die. In a 500-trip operation, there are multiple tracking gaps happening at any given moment.

In a manual control tower, tracking gaps are usually discovered late — when a coordinator notices a vehicle hasn't updated in 6 hours, or when a consignee calls to ask where their shipment is. By then, the gap may have started hours ago, and the vehicle could be anywhere.

Cruise detects tracking gaps the moment they exceed the configured threshold — and immediately begins the resolution workflow.

How Cruise Detects Tracking Gaps

Cruise monitors the last-seen timestamp for every active trip. When the elapsed time since the last valid position update exceeds the client-configured tracking gap threshold, an exception is triggered.

Typical thresholds:

• In-transit vehicle: no update in 30–60 minutes → tracking gap exception
• Vehicle in high-risk corridor: no update in 15 minutes → exception
• Vehicle approaching delivery destination: no update in 20 minutes → exception

The threshold is configurable per trip type, corridor, and cargo category — high-value cargo has tighter thresholds than standard bulk freight.

How Cruise Responds to a Tracking Gap

1. Gap detected — Elapsed time since last position exceeds threshold. Exception triggered and classified by Ved.
2. Severity classification — P1 if vehicle was last seen in a high-risk zone, combined with halt or deviation, or carrying high-value cargo. P2 for standard in-transit gaps. P3 for short gaps in low-risk corridors.
3. Vedika calls driver — Immediate call in regional language to verify vehicle status and understand the tracking gap cause: device issue, network dead zone, SIM problem, device switched off.
4. Driver response captured — Reason logged: dead zone, device issue, deliberate switch-off. If driver reports a device problem, fleet manager is notified to arrange replacement at next stop.
5. Restoration attempt — If gap is device or SIM related, Cruise sends a remote wake signal to the tracking device where supported by the device type.
6. Escalation if unresolved — If driver does not answer or gap cannot be explained, escalation triggers to fleet manager and transporter. For P1 gaps, client security team is notified.
7. Gap closed — When tracking resumes, the gap duration, root cause, and resolution method are logged to the trip record. Gap period is flagged in the trip timeline.

Visibility Restoration vs Visibility Recovery

There is a difference between restoring visibility (getting the GPS signal back) and recovering visibility (understanding what happened during the gap). Cruise does both:

• Restoring: Remote wake signal, driver call to confirm device status, fleet manager notification for device swap.
• Recovering: Vedika's conversation captures the driver's account of the gap period. This is logged as context for the gap record — essential for insurance and cargo claims where the gap period is disputed.

Multi-Source Tracking and Gap Reduction

Cruise integrates with multiple tracking sources — GPS devices, SIM-based tracking, FASTag data, and activity sensing using sensors — so that a gap in one source can often be covered by another. This multi-source architecture reduces effective gap events significantly compared to single-source GPS reliance.

Why Tracking Gaps Matter for Cargo Claims

Insurance claims for cargo loss or theft almost always involve a tracking gap period. Without a clear record of when the gap started, what actions were taken, and what the driver stated during the gap, claims are difficult to substantiate. Cruise's automatic gap logging creates the documentation chain needed for effective claim resolution.