Operations Platform

Employee Transport Automation: system architecture.

An employee transportation operations platform designed around trip imports, normalization, mapping, allocation, vendor/driver/vehicle workflows and operational reporting.

Overview

What the platform does

An employee transportation operations platform designed around trip imports, normalization, mapping, allocation, vendor/driver/vehicle workflows and operational reporting.

Business Challenge

What required engineering

High-volume operational sheets can contain inconsistent names, missing mappings and exceptions. The system needs to normalize incoming records, resolve entities, expose exceptions and support downstream transport operations and reporting.

Solution Architecture

A practical separation of responsibilities.

This diagram is intentionally simplified for public documentation.

Input LayerClient Sheet ImportOperational trip/source data.
Processing LayerValidation & NormalizationSchema checks, normalization and mapping.
Operations LayerAllocation & WorkflowsDriver, vehicle, vendor and trip operations.
Data LayerPostgreSQL + CacheStructured reporting data and supporting cache where applicable.
Integration LayerExternal ServicesKYC and other approved business integrations.
Workflow

Major process flow.

Sheet Import
Schema Validation
Normalization
Entity Mapping
Exception Review
Operational Database
Dashboard / MIS

Technology & integration evidence

PostgreSQLRedis where applicableNode.js / API servicesFlutter Web adminExternal KYC integrations where configured

Technology names are shown only where they are verified for this project or its current implementation context.

Engineering decisions

  • Separate import validation from operational processing so bad source rows are visible rather than silently accepted.
  • Move aggregation-heavy operational reporting toward relational data where structured queries are important.
  • Preserve exception review paths for missing driver, vehicle or mapping data.
  • Keep vendor/client-specific records and internal endpoints out of public technical documentation.
Related Case Study

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From architecture to experience

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