Harpoon
Harpoon, flexible and efficient Data Analytics
A Puzzle ITC Product
Harpoon is Puzzle ITC’s Data Analytics Kit, a lightweight, scalable toolkit that enables us to efficiently implement business use cases with the help of ML/AI and run them productively.
Benefits
Microservice Architecture
Based on a microservice architecture, technical applications can gradually be expanded from an initial proof of concept to a comprehensive solution.
Open-Source
From a technical perspective, a lightweight, high-performance and scalablearchitecture using open-source possibilities is important to us.
Integration experience
With our experience in integrating backend systems such as FIS, CUS, etc., we can enrich the vehicle data with additional data by integrating backend systems and thus perform even better functional analyses.
Professional experience
The deep technical knowledge of the vehicle architecture and data structure of the vehicle data enables us to create analyses with great added value.
Combination of industry and individual UseCases
Harpoon makes it possible to combine standard UseCases, which were developed e.g. community-based, with specific individual UseCases. Differentiation from a business perspective is thus possible despite the standard.
The data analytics kit consists of the following components:
Functionalities
Back office
- Message broker for communicating with vehicles
- Service for providing object data as events
- Service for storing raw data
- Service for providing data for machine learning applications (data analyses, training models, etc.)
- Service for providing raw data according to ITxPT TiGR specification or other standards
- Dashboard for presenting and analysing data manually in real time
- Deployment pipeline for operation on a cloud-based container platform
- Deployment pipeline for applications/models
Communication
- Vehicle and back office communicate via message protocol (MQTT)
Vehicle
- Agent that is tailored to the above components and enables high-performance communication. The advantage of this is that the agent can pre-process data or autonomously perform actions based on data as needed, or where possible and available, use an existing vehicle architecture message broker. We recommend using open standard protocolswherever possible, such as the ITxPT standard MQTT bridge OTA.
Operation model
- Software as a Service (SaaS)
With Puzzle Mobility we have found an IT partner that excels in technology yet sees eye to eye with us - and they’re genuinely nice people.
Head of Energy Division, Member of the Board
Interested in Data Analytics? I’d be happy to tell you more.
Head of Business Development & Innovation
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