AutomationProduction

SQB Fleet AI

An intelligent, bank-oriented fleet management platform for SQB Bank

129
Vehicles & generators
13
Regions covered
100%
Driver scoring automation
Technology stack
PythonXGBoostPostgreSQLFlaskReactLeaflet.js
SQB Fleet AI boshqaruv paneli noutbukda
01

Overview

SQB Fleet AI is a bank-oriented fleet platform that monitors, analyses and optimises all 129 corporate vehicles and generators across 16 regions of Uzbekistan in real time. It turns raw GPS data from the existing GoGPS service into business insights tailored to the bank's operational, financial and compliance needs.

02

The problem we solved

SQB Bank had GPS tracking through GoGPS, but it is a generic tool - not a banking decision-support system. Its limitations created real operational gaps:

  • Generic, one-size-fits-all reports - not built for the bank's branch- and region-based structure.
  • Pure GPS analytics - speed and position; no business context (branch, regional cost).
  • No bank-specific dashboards - managers had to translate raw data by hand.
  • No extensibility - GoGPS does not allow custom KPIs or reports.
  • Generators were not monitored at all - critical for branch power continuity.
03

What the platform does

01

Real-time fleet map

Live map of every vehicle and generator across 16 regions, organised by SQB's branch structure.

02

Driver behavior scoring

A daily safety score (0-100) from speeding, hard braking and idling - objective, bias-free.

03

Workload distribution

Shows which regions and vehicles carry the most load; flags underused ones.

04

Fuel & cost analytics

Tracks distance, fuel and cost per vehicle, region and branch.

05

Predictive maintenance

Warns about oil, belt and tyre service from real odometer and engine-hour data.

06

Generator monitoring

Tracks runtime and battery health of every generator - for branch power continuity.

04

Why a custom platform - why not just GoGPS?

NeedGoGPSSQB Fleet AI
Real-time trackingYesYes (built on GoGPS data)
Branch/region dashboardsNoYes
Custom analytics for SQBNoYes
Generator & power monitoringNoYes
Usage-based predictive maintenanceLimitedYes
Add SQB-specific featuresNoYes
05

Business value

Operational efficiency
One dashboard replaces dozens of manual reports.
Safety culture
Objective driver scoring drives behaviour change.
Cost reduction
Fuel and idle analytics surface waste region by region.
Compliance
Off-hours and out-of-region use is flagged automatically.
Decision-making
Branches and HQ see the same live data.
06

Why “AI”?

The “AI” is in how the platform turns raw GPS pings into management-ready decisions: driver scoring uses a multi-variable, weighted, graduated penalty model (not simple thresholds); maintenance predictions adapt to each vehicle's real usage; anomaly detection flags trips that don't fit the normal pattern. This automated intelligence closes the gap between what GoGPS gives (data) and what SQB needs (decisions).

07

The vision

SQB Fleet AI is not just a tracking tool - it is a bank-owned decision-support platform for fleet operations. It gives visibility built around the bank's own structure, metrics it can trust, and early warnings instead of late surprises. GoGPS gives us the data - SQB Fleet AI turns it into a business platform we control.

Want to know more about this project?

Reach out to the SQB AI team - we'll share the details and show the platform in action.

Contact us