Every vehicle returns hasGarmin=false and io=[] — no dash cam, no driver-facing camera, no door/PTO sensors. Camera module not provisioned on any unit. Seatbelt data exists on only 8 vehicles — 2 are active violations right now: James Rattiger at 14mph (LIE Corona) and Juan Delgado at 31mph (Major Deegan). 30 units show fuelLevel=0, OBD not wired or unsupported.
Original report caught only Brian K. Three additional vehicles confirmed with isMainPowerConnected=False — running on internal backup battery. Once drained, they vanish from IntelliShift with zero warning.
| Vehicle | Driver | Last Ping | Status |
|---|---|---|---|
| Brian 92552MH | Brian Knizewski | 43 days ago | GPS DEAD |
| Ernestor 76531NG | Ernestor Solano | 12 min ago | BACKUP BATT |
| Lawrence 26387NC | Lawrence Woody | 3.7h ago | BACKUP BATT |
| Steve T 41847ND | Steve Trapasso | Now — moving | ACTIVE TRUCK |
| Vehicle | Driver | Staleness | Status |
|---|---|---|---|
| William J 76530NG | William James | 120 days | GHOST |
| Brian 92552MH | Brian Knizewski | 43 days | DEAD |
| VTS-2605260825-1 | UNASSIGNED | 6 days | PHANTOM |
| Carlos S 26389NC | Carlos Sigua | 2.9 days | PARKED |
| Roy S 48012MM | Roy Siguenza | 1.2 days + MIL | STALE |
8 vehicles with MIL on. Three are high-mileage (>135K mi). Thomas S (unassigned, 155K mi) has been stopped 6d 20h with no driver assigned. Roy S has stale GPS + MIL — likely in yard for service.
All 56 vehicles show landmarkId=-1. No job site, yard, or home base geofences configured. 55/56 have no speed limit set. This completely blocks CLARA check-in/out compliance tracking.
David Rinaldo — idling 39 min at 1441 Broadway midtown (Status 61). Double-parked or waiting on client. Michael Repalone — 10% fuel in field at Corona, NY. Risk of breakdown. Mike Webster — parked at Cedar Grove, NJ — not a field location. Joseph Calandra — stopped 7d 21h at Franklin Square residential, Status 80 (untracked).
23 drivers have no SMS address in IntelliShift. MOLLY, RAE, and CLARA cannot text these drivers at all — alerts, dispatch notifications, and check-in prompts are all dead for nearly half the fleet.
Original report labeled Status 50 (just stopped), 51 (brief idle), and 61 (long idle engine on >30min) as "UNKNOWN." v2 corrects this. Six idling vehicles were previously invisible to managers. Thomas Spare (Status 51, Holland Tunnel) and Shawn Palmer (Status 51, 388 2nd Ave) now correctly flagged.
Aviral traveled to the UtilizeCore office to work on the adaptive and API engines — the integration layer connecting Rael's dispatch to IntelliShift. Rode in with Andrew (no inbound fare). The LIRR charge is the return trip only.
Trip from New Hyde Park to NJ to collect EZ-Pass — prerequisite for all subsequent truck-trailing runs. Without it every toll crossing required a cash stop, making real-time vehicle trailing impractical.
Set off from NJ and worked alongside technicians on two jobs — one at a church location, one in SoHo. The SoHo session surfaced the first camera and telemetry anomalies on Rael trucks. Parking, fuel, and a working meal between sites.
Linked: Finding 01 — Camera dark first observed
Truck showing speed while power off — the core CAN bus anomaly. Aviral went on the chase and shared live location with his India team to co-verify in real time. Truck flickered on/off the map. After verification, drove to Juliw Hillman office for follow-up session — parked 6h+.
Linked: Finding 08 — Status code conflict (engine-off/speed-on)
Two critical problems same day: cameras not working across the fleet escalated directly to IntelliShift (hasGarmin=false all units). Simultaneously, visited UtilizeCore office — had read access on the UC API but not write. Required in-person visit to resolve permissions. Meter expired during IntelliShift call.
Linked: Finding 01 — Camera provisioning failure escalated (P0)
Structured validation of check-in and check-out flows through IntelliShift agents. Agents tested job events to confirm telemetry tied to each event was logging correctly.
Linked: Finding 05 — Geofence gap blocks CLARA check-in compliance
Full day at the UtilizeCore office working with the UC team on the dispatch API — ensuring job dispatches flowed correctly from the platform through to IntelliShift and back. Round trip — two LIRR tickets.
Final phase: physically trailed Rael's trucks across the metro area to confirm everything was working — IntelliShift adaptors, telemetry accuracy, no recurrence of GPS lag, CAN bus conflicts, or camera dark events. Findings mapped live with the India-based team in real time — road data synced remotely to cross-reference platform readings against physical ground truth. Final sign-off: trucks working, adaptors working, platform telling the truth.
Linked: All findings — final validation closes the engagement