How long did it take to go from paper-based dispatch to a live command centre?

The full rollout, from initial discovery through to a production Fleet Command Centre handling the entire mixed fleet, took 5 months. Dispatchers were using live GPS tracking and safety alerts well before the compliance reporting and service-level modules were finished, since the team shipped the operational core first and layered reporting on top.

Does this approach work if we don't already have GPS hardware installed on our vehicles?

Yes — the platform is built to ingest location data from existing telematics devices rather than requiring a specific vendor, since in this case the operator's GPS hardware was already in place and simply lacked the infrastructure to act on it. If a fleet has no GPS hardware at all, that would be an additional upfront step, but the Kafka-based streaming layer and command centre are hardware-agnostic once location pings are flowing in.

Would this be overkill for a smaller fleet than dozens of vehicles?

The core building blocks — live tracking, automated alerts, and digital compliance reports — scale down fine to a handful of vehicles, since the value comes from replacing manual radio check-ins and spreadsheets rather than from fleet size. A smaller operator would likely skip the heavier event-streaming infrastructure and use a simpler ingestion path, cutting both cost and timeline accordingly.

What was the biggest risk in this project, and how was it managed?

The biggest risk was processing high-frequency GPS pings from the full fleet in real time without introducing lag that would undermine trust in live tracking and safety alerts. This was addressed by deploying a Kafka-based event-streaming architecture specifically sized for that throughput, validated under full-fleet load before the safety alerting and passenger notification features went live.

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Transport LogisticsSaaS Application DevelopmentAI-Powered Software

Intelligent Fleet Management Platform

Building a real-time transport management command centre for a mixed fleet of school buses and corporate shuttles, replacing paper-based dispatch with live tracking, automated routing, and instant safety alerts across dozens of vehicles operating on tight daily schedules.

100% safety compliance and optimised route efficiency across a live fleet

Client

Confidential — Transport logistics operator

Industry

Transport Logistics

Timeline

5 months

Technologies

8+ tools

The Challenge

!Fleet operators had no real-time visibility into vehicle locations, delays, or driver behaviour, relying instead on radio check-ins and phone calls that were sporadic and unreliable. Dispatchers routinely discovered a bus was running late only after a parent or corporate client called to complain, leaving no time to proactively manage the disruption.

!Manual route planning, done in spreadsheets by two senior planners, led to inefficient fuel consumption and overlapping schedules across the school and shuttle networks. Routes were rarely rebalanced when ridership shifted, so some vehicles ran near-empty while others were overcrowded during peak drop-off windows.

!Safety incidents such as harsh braking, speeding, or unauthorised route deviations could not be detected or escalated in real time from the operations centre. Supervisors typically learned about an incident days later from a driver's incident report or, worse, from a parent complaint, by which point corrective coaching was far less effective.

!Parents of school-age children and corporate shuttle riders increasingly demanded live ETAs and proof-of-journey notifications similar to what they experienced with consumer ride-hailing apps. The operator had no digital channel to meet this expectation and was fielding hundreds of status-check phone calls per week across its call centre.

!Compliance reporting for the regulatory transport authority's periodic safety and operational audits was entirely manual, requiring staff to reconstruct trip logs, incident histories, and driver hours from paper records and spreadsheets. A single audit cycle could consume more than a week of administrative effort and still leave gaps that risked penalties.

!The fleet's GPS hardware generated a continuous stream of location pings, but the operator had no infrastructure to ingest, store, or act on this data beyond basic after-the-fact playback in the vendor's default dashboard. High-value signals like geofence breaches were effectively invisible in real time.

!Driver behaviour and vehicle health data existed in silos across telematics devices, maintenance logs, and dispatch sheets, making it impossible to correlate a late trip with a specific mechanical issue or driving pattern. Root-causing recurring delays required manually cross-referencing multiple disconnected systems.

!Corporate shuttle clients were beginning to request service-level guarantees and reporting as part of contract renewals, but the operator had no way to produce objective, timestamped evidence of on-time performance, forcing account managers into defensive, anecdote-based conversations during renewal negotiations.

Our Solution

Built a Fleet Command Centre web application giving dispatchers live GPS tracking and vehicle status overlays on an interactive map, replacing radio check-ins with a single real-time operational view of the entire fleet. Dispatchers can now see every vehicle's position, speed, and route adherence at a glance.

Developed an automated route optimisation engine that rebalances passenger load, travel time, and fuel cost whenever ridership patterns shift, rather than relying on static spreadsheet plans. Planners now review and approve system-generated route proposals instead of building them from scratch each term.

Implemented a real-time safety alert system that continuously tracks speed thresholds, harsh braking events, and geofence violations, pushing instant notifications to supervisors the moment an incident occurs. This shifted safety management from reactive incident reports to proactive, same-day driver coaching.

Created passenger-facing mobile notifications that deliver live ETAs and digital boarding confirmations directly to parents and corporate riders, closing the gap between what commuters expect from consumer apps and what the fleet could previously offer. Call centre volume for status inquiries dropped sharply within weeks of launch.

Built a compliance reporting module that automatically assembles trip logs, incident histories, and driver-hour records into authority-ready audit exports, eliminating the manual reconstruction work that previously consumed a week per audit cycle. Reports can now be generated on demand rather than compiled under deadline pressure.

Deployed a scalable event-streaming infrastructure using Kafka to ingest and process high-frequency GPS data with low latency, giving the platform the throughput needed to support live tracking, geofence detection, and alerting simultaneously across the full fleet without lag.

Consolidated telematics, maintenance, and dispatch data into a unified data model so operations staff can correlate a delay or incident with the specific vehicle, driver, or mechanical condition behind it in a single view, cutting root-cause investigation time from hours to minutes.

Added a service-level reporting layer for corporate shuttle accounts that produces objective, timestamped on-time-performance and incident summaries, giving account managers verifiable data to support contract renewals instead of relying on anecdote.

Measurable Impact

Safety compliance

100%

Real-time monitoring and instant alerts eliminated unreported safety incidents across the fleet.

Route efficiency

18-25% reduction in idle time and overlap

Automated scheduling cut idle time and overlapping routes across school and shuttle networks compared to the prior spreadsheet-based planning.

Passenger notifications

Under 60 seconds

Live ETAs and digital boarding confirmations delivered to parents and corporate clients within under a minute of each vehicle update.

Audit preparation

From 1+ week to under 1 hour

Compliance reports that previously took a week or more of manual data gathering are now generated in under an hour.

Call centre volume

60% reduction in status-check calls

Self-service ETA notifications cut the volume of status-check calls handled by dispatch staff within weeks of launch.

Incident response time

Same-day, down from days or weeks

Supervisors now coach drivers on safety events the day they occur instead of days or weeks later.

GPS data throughput

Sub-second latency across 100+ concurrent vehicle feeds

Kafka-based streaming infrastructure processes high-frequency location data across the full fleet with sub-second latency.

“We went from clipboards and radio check-ins to a live command centre that sees the entire fleet at once. Regulators noticed the improvement in our audit readiness, and our corporate clients now get the same real-time visibility they expect from consumer apps. It changed how our whole operations team works.”
O
Operations Director
Transport Logistics Operator (NDA)

Technology stack

ReactNode.jsPostgreSQLRedisGoogle Maps APIWebSocketsKafkaAWS