Insights
Engineering notes, operational research, and context on the MENA fleet market from the Octane team.
Based on how the detection model is designed to work, fleet owners connecting in the first month typically encounter three consistent patterns. Most have nothing to do with the alerts they expected.
Read ArticleFuel siphoning patterns, informal refueling markets, and variable subsidy structures make the MENA fleet context distinct from Western fleet management assumptions.
ReadFleet operators often assume their GPS data is clean. It rarely is. Here is how we detect and handle corrupted, missing, or delayed telemetry frames.
ReadA breakdown of where fuel theft costs accumulate, why it is underreported in fleet P&L statements, and how operators can start measuring the real number.
ReadGetting a truck to a fuel station at the right time requires knowing consumption rate, route distance, fuel price variability, and driver patterns.
ReadNot every unexplained fuel drop is theft. Engine load spikes, gradient driving, and sensor noise all cause readings that look like siphoning but are not.
ReadWhat the Octane processing pipeline looks like from the first OBD frame to a dispatched alert, including the latency budget at each step.
ReadLong-haul routes in Egypt often pass through dead zones. Here is how Octane handles buffered uploads, out-of-order frames, and clock drift without losing detection accuracy.
ReadGPS tracks where trucks go. It does not track what happens to fuel at the pump, in the tank, or overnight. These five cost categories fall through the reporting gap.
ReadMost fleet managers set a fuel budget based on last year with a percentage adjustment. A per-vehicle consumption model gives you a 30-day number you can actually defend.
ReadWhat a siphoning event actually looks like in OBD fuel sensor data: the characteristic drop rate, duration pattern, and conditions under which it is most likely to occur.
ReadA look at how siphoning and scheduling gaps silently erode fleet fuel budgets, and why the standard monthly reconciliation report misses most of it.
Read
