taxismapDiscuss a program
Platform / Vehicle to cloud

A modular platform from vehicle edge to OEM operation.

PLATFORM PURPOSE

Create a consistent technical foundation while preserving the flexibility required by each vehicle model, cloud environment and operating region.

01

Connected vehicle programs are not one-size-fits-all.

Every program introduces different signals, service requirements, release timelines and regional constraints. taxismap organizes those differences behind a coherent platform architecture.

Platform modules

Six layers. Clear responsibilities.

Capability boundaries are designed to support change across the vehicle, connectivity, cloud and data lifecycle.

01MODEL-AWARE

Vehicle integration

Create a consistent interface between each vehicle program and the cloud.

  • Model-specific signal and event mapping
  • Vehicle data contracts and payload normalization
  • Connectivity behavior designed for mobile networks
  • Version-aware integration across vehicle programs
02CONTROLLED LINK

Connectivity & identity

Control how vehicles identify, connect and exchange data with platform services.

  • MQTT-based publish and subscribe patterns
  • Device identity and access-policy design
  • Encrypted transport architecture
  • Message validation, retry and delivery policy
03PLATFORM CORE

Connected vehicle core

Operate telemetry and connected services through modular cloud components.

  • Vehicle and model configuration services
  • Telemetry ingestion and event routing
  • Containerized business-service processing
  • Integration APIs for OEM and partner systems
04DATA READY

Automotive data foundation

Place operational, object and analytical data into purpose-built stores.

  • Relational and key-value operational data
  • Object storage for files and raw telemetry
  • Streaming and batch transformation paths
  • ClickHouse and OceanBase analytical workloads
05ACTIVATE

Insights & operations

Turn processed vehicle activity into views and workflows teams can use.

  • Vehicle state and usage views
  • Product and service-pattern analysis
  • User and vehicle profile foundations
  • Operational monitoring and audit trails
06REGION-AWARE

Cloud deployment

Plan how the platform is deployed, migrated and operated in each region.

  • Container platform and environment design
  • Hybrid-cloud transition architecture
  • Data migration and controlled service cutover
  • Regional configuration, recovery and observability
Architecture model

Keep the path understandable from signal to service.

The architecture separates vehicle integration, transport, processing, storage and application use. Each layer has an explicit contract with the next.

DESIGN RULE

Cloud services can change. Vehicle programs can change. The interfaces between layers should remain controlled and observable.

01
Vehicle integrationSignals · events · model contracts
EDGE
02
Connectivity & identityMQTT · identity · access policy
LINK
03
taxismap platform coreIngest · process · orchestrate
CORE
04
Automotive data foundationOperational · object · analytical
DATA
05
Insights & servicesOEM operations · APIs · analysis
USE
Data architecture

Use the right data layer for the job.

Vehicle state, raw files and analytical events have different access patterns. The platform keeps them connected without treating them as one database problem.

01 / OPERATIONAL

Business and vehicle state

Relational and key-value stores support current state, transactions and service access.

02 / OBJECT

Files and durable telemetry

Object storage holds uploaded assets, raw records and data prepared for later processing.

03 / ANALYTICAL

High-volume vehicle analysis

Analytical platforms support behavioral, product-quality and operational exploration.

Security & operation

Designed around trust boundaries, not broad promises.

Each deployment begins by defining identities, access boundaries, data purpose and operational ownership. Controls are then matched to the vehicle program, cloud environment and operating region.

01

Identity before access

Design each vehicle or device connection around a unique identity and explicit policy.

02

Collect with purpose

Move and retain data according to operational value, analytical need and regional constraints.

03

Separate failure domains

Keep connectivity, processing and data services modular so one change does not destabilize the platform.

04

Operate the lifecycle

Treat monitoring, recovery, credentials and service ownership as platform capabilities.

Plan the architecture

Bring the vehicle, cloud and data constraints together.

Start with a model program, an existing platform or a migration requirement.

TECHNICAL DISCOVERYDiscuss your vehicle program