[ 01 // PLATFORM OVERVIEW ]
Every critical platform evolves from a tangible operational bottleneck. MKBRiderTrack was built to solve last-mile courier visibility, eliminate attendance disputes, and automate complex parcel compensation.
Phased
Evolution Model
01 // THE PROGRESSION
Third-party courier fleets have traditionally struggled with proxy attendance, ghost shifts, and disjointed delivery logs. The inception of MKBRiderTrack began by deploying on-device facial landmark verification with 3D liveness detection to create an airtight, biometric-authenticated attendance record.
As field operations expanded, the need for spatial discipline became paramount. We engineered real-time polygon geofence mapping, tracking active couriers against assigned delivery perimeters and triggering automatic incident notifications during unauthorized exits or prolonged idle delays.
Today, MKBRiderTrack has matured into a complete logistics intelligence ecosystem. The platform seamlessly links biometric attendance records with daily parcel operations, heavy surcharge rate matrices, and server-authoritative cutoff salary calculations across multiple operational fulfillment hubs.
02 // CORE PHILOSOPHY
Four core pillars govern every feature, workflow, and safeguard engineered into MKBRiderTrack.
Sub-second neural face matching with 3D liveness checks ensures that every shift timestamp represents verified physical presence.
Polygon boundary enforcement tracks couriers within authorized delivery corridors, automatically flagging detours and perimeter exits.
Daily package logs, >4kg heavy surcharge matrices, and append-only supervisor audits ensure transparent delivery compensation.
Coverage-based readiness algorithms sync attendance and parcel throughput into immutable, server-approved payslips.
03 // IMPLEMENTATION ROADMAP
Five distinct engineering iterations delivering end-to-end workforce transparency.
Identified critical inefficiencies in third-party courier monitoring, time-theft, and delivery reconciliation, designing a tamper-proof attendance and dispatch architecture.
Integrated neural facial landmark recognition and 3D liveness detection to ensure authenticated, GPS-verified courier Time-In and Time-Out, eliminating buddy punching.
Established strict geographical polygon boundaries and event-time Manila processing to detect boundary breaches, idle delays, and unauthorized operational detours.
Deployed centralized Admin/HR monitoring with role-based hub scoping, real-time WebSocket coordinate tracking, and an offline-first mobile outbox with idempotency replay.
Integrated daily standard and heavy parcel tracking, effective-dated rate matrices, coverage-based cutoff readiness, and server-authoritative bulk approval workflows.
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