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Industries · Transportation

Transportation software development,on real-world SLAs.

TMS, fleet visibility, warehouse systems, and last-mile apps — built for delays, capacity, and exceptions.

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01 / Logistics market

$9T

02 / Last-mile cost

25%

03 / Fleet telemetry

IoT

04 / IML builds

8+ yrs

Transportation demand drivers

Pressures transportation teams are under — and where AI helps.

  1. 01 · Driver

    Route AI

    Teams in transportation prioritize route ai — we scope roadmaps and AI features around measurable outcomes in this area.

  2. 02 · Driver

    Fleet tracking

    Teams in transportation prioritize fleet tracking — we scope roadmaps and AI features around measurable outcomes in this area.

  3. 03 · Driver

    WMS integrations

    Teams in transportation prioritize wms integrations — we scope roadmaps and AI features around measurable outcomes in this area.

Transportation solutions

Software we ship for transportation operators and product leaders.

  1. 01

    Transport management

    Transport management integrated with your core systems and instrumented for the compliance posture Transportation teams expect.

  2. 02

    Fleet tracking apps

    Fleet tracking apps scoped around measurable KPIs in Transportation — with runbooks your operators can follow after launch.

  3. 03

    Warehouse & WMS

    Warehouse & WMS shipped in demo-ready slices so stakeholders can validate workflows before full rollout.

  4. 04

    Driver mobile apps

    Driver mobile apps designed for auditability, access control, and handover documentation from day one.

  5. 05

    Freight marketplaces

    Freight marketplaces integrated with your core systems and instrumented for the compliance posture Transportation teams expect.

  6. 06

    Proof of delivery

    Proof of delivery scoped around measurable KPIs in Transportation — with runbooks your operators can follow after launch.

Pair with our AI solutions and engineering services for program-scale delivery.

Transportation AI layer

Intelligence for transportation that survives review — not demos.

  • 01 · AI

    Route optimization

    Route optimization with evaluation harnesses, human review, and monitoring tuned for Transportation risk profiles.

  • 02 · AI

    Demand forecasting

    Demand forecasting deployed with guardrails, fallbacks, and cost controls — not experimental prompts in production.

  • 03 · AI

    ETA prediction

    ETA prediction validated against Transportation data realities before end users see automated decisions.

  • 04 · AI

    Anomaly detection

    Anomaly detection paired with observability and rollback paths your on-call team can act on.

Stack & proof

Built for your stack.Shown in shipped work.

From Transportation programs to cross-vertical platforms — the technologies below reflect what we deploy most often, alongside engagements you can review in our portfolio.

See more work

Platforms & tools

  • React
  • Next.js
  • Node.js
  • Python
  • TypeScript
  • PostgreSQL
  • AWS
  • Docker
  • Kubernetes
  • GraphQL
  • Flutter
  • Figma

Selected engagements

A glimpse of what we ship

Full portfolio
Why Transportation teams pick IML

A partner built for transportation delivery with measurable outcomes.

  1. 01 · Edge

    AI-first delivery since 2018

    Eight years shipping products with applied AI — not slide decks. We pair model work with production UX, APIs, and observability.

  2. 02 · Edge

    Regulation-aware by default

    Audit trails, access control, and documentation your security and compliance teams can hand to reviewers without translation.

  3. 03 · Edge

    Prototype → production path

    A working slice on your data in weeks, then a validated rollout cadence your stakeholders can track.

  4. 04 · Edge

    Offshore value, onshore clarity

    India-based engineering with US/EU-friendly communication, demos, and written decision records every sprint.

See how we work for how engagements run.

Transportation questions

Answers for leaders scoping the next transportation build.

  • Yes. We combine domain research with your data and workflows in discovery — then ship a prototype on a real pathway in weeks.

  • Access control, audit logs, encryption, and documentation are architectural defaults — scoped to your regulatory envelope at kickoff.

  • We integrate via APIs, events, and batch pipelines with ERP, CRM, and legacy cores — overlay-first unless you want a greenfield build.

  • A focused MVP or rapid POC is typically four to ten weeks depending on integrations and compliance depth.

Let's build

Turn your roadmap into living AI products.

Tell us what you want to launch — we’ll outline a practical path from first prototype to production, with milestones you can track and no forced long-term contract.

[email protected]
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Response time

Under 1 business day

Confidentiality

NDAs on request

First prototype

Often within a week