Logistics & Fleet Management Solutions

Data Engineering for Fleet Logistics

Architect high-throughput IoT pipelines to process fleet telemetry in real-time. We provision embedded engineering teams to help 3PLs and enterprise fleets eliminate supply chain blind spots and deploy predictive maintenance.

Let's talkExplore Cases

< 10ms

Telemetry Latency

24/7

Real-time Fleet Visibility

15%+

Fuel Cost Reduction

14 Days

To Embed Senior Engineers

Core Bottlenecks

Solving Core Fleet Logistics Bottlenecks

Siloed Telematics Data.

GPS and engine sensor logs are trapped inside proprietary vendor platforms, preventing unified fleet analytics.

Centralized IoT Data Lakes.

We build ELT pipelines to extract and aggregate hardware data into a single, scalable Snowflake or Databricks environment.

Reactive Vehicle Maintenance.

Fleet managers discover mechanical failures only after a truck is grounded, causing missed delivery SLAs.

Predictive Health Pipelines.

We train machine learning models on historical sensor data to predict component failures weeks before they happen.

Static Routing Algorithms.

Legacy dispatch systems cannot adapt to live traffic, weather, or unexpected delays, burning excess fuel.

Dynamic AI Optimization.

Deploying real-time streaming infrastructure to recalculate and optimize active routes in milliseconds.

Industry-Specific Solutions

Engineering & AI Capabilities

Embedded Fleet Data Teams.

Your backlog is not a headcount problem. We take one defined piece of it, deliver against acceptance criteria agreed up front, and hand back pipelines your team owns and can maintain.

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Real-Time Asset Tracking.

Process millions of events per second to maintain sub-second visibility over every vehicle and cargo unit.

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Fuel & Emissions Analytics.

Engineer precise monitoring dashboards for fuel consumption to meet stringent ESG requirements and lower operational costs.

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Legacy System Decoupling.

Move data from older tracking software to the agreed cloud environment. Access and migration controls are defined in advance.

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Integration Timeline

How We Integrate

01

Infrastructure & IoT Audit (Week 1)

Comprehensive evaluation of your current telematics infrastructure, data sources, and integration requirements.

02

Streaming Pipeline Deployment (Weeks 2-4)

Deploying ingestion pipelines and fleet system connections with agreed access controls.

03

Predictive Models & Handover (Weeks 5-8)

Rolling out predictive maintenance models, route optimization algorithms, and full documentation handover to your team.

Enterprise-Grade Tech Stack
APACHE KAFKA
AWS IOT CORE
SNOWFLAKE
DATABRICKS
DBT
PYTHON

Who it is for

For 3PLs and fleet operators whose telematics data is stuck in vendor platforms

A good fit

  • You run a 3PL or your own fleet, and your vehicles already send telematics data.
  • GPS and engine data sit in separate vendor platforms, not in one view of the fleet.
  • Breakdowns, late deliveries and excess fuel burn show up after the fact.
  • You want the pipelines and models in your own cloud, owned by your team.

Not a fit if

  • You are shopping for off-the-shelf routing or dispatch software.
  • You need engineers inside your own team, working your roadmap. Staff Augmentation covers that.
  • Your vehicles do not send telematics data yet.
Engineering Output

Mission-Critical Fleet Intelligence

We engineer the underlying high-throughput pipelines capable of processing millions of IoT events per second with absolute accuracy.

Active Fleet Nodes

2,847

Live

Connected vehicles transmitting telemetry.

IoT Ingestion Rate

847K

Events per second processed in real-time.

Predictive Hardware Alerts

23

Components flagged for preventive maintenance.

Fuel Efficiency Delta

+12.4%

Weekly improvement vs. baseline consumption.

Provisioned via: Kafka • AWS IoT • Databricks

ROI & Impact

Expected ROI Within the First Quarter

50TB+

IoT sensor data processed daily

25%+

Reduction in unplanned fleet maintenance

100%

End-to-end visibility across global routes

Proof

Results from recent work

See all case studies
CPG, Manufacturing & DistributionEnd to endproducer, distributor, retail and client in one viewHow a CPG manufacturer ended its distributor-network blind spotsRead the case study Consumer Goods & Distribution6 weeksfrom kickoff to live dashboardHow a consumer goods company replaced stale reports with one live dashboardRead the case study Public Sector SoftwareAbout 50tables and schemas migrated to the new warehouseHow a software provider moved its analytics to AWS and got data to its teams soonerRead the case study
FAQ

Frequently Asked Questions

Get in touch

Start with one problem worth solving

Tell us the outcome you need and the systems involved. We reply within one business day and tell you whether there is a useful first step, or why there is not. No pitch either way.

Email us directly

sales@3alica.com