IoT · Engineering Services for Businesses
IoT Data Analytics Platform Development
Organize time series data by equipment and business dimensions, develop data cleaning, query, statistics, curves and reports, and provide traceable records for enterprise operation analysis.
Development Scope
Organize time series data by equipment and business dimensions, develop data cleaning, query, statistics, curves and reports, and provide traceable records for enterprise operation analysis.
Historical Data and Alarm Management Systems
Develop data queries, trend charts, threshold rules, notifications, alarm acknowledgment and resolution records.
Explore Scope and Deliverables →Edge Gateways and Existing Equipment IntegrationGateway Offline Buffering and Resumable Data Uploads
Implement persistent queues, message sequence numbers, resumable uploads, deduplication and storage-capacity policies.
Explore Scope and Deliverables →IoT Platforms and Client ApplicationsMulti-Tenant Access Control and Business System Integration
Define customer, organization and device access boundaries, with API or message-based integration to MES, ERP and SCADA systems.
Explore Scope and Deliverables →Project Inputs
Information is used to determine interfaces, implementation conditions, and scope of work.
- Data fields, units, sampling frequency and retention time
- Data rate, offline duration, and available storage capacity
- Tenant, organization, role and device ownership rules
Deliverables and Acceptance
- Delivery Documentation
- Data services, rule configuration, report page and alarm process test records, cache module, configuration instructions and network and power outage test records, permission modules, interfaces, field mapping and integration testing records.
- Versions and Reproducibility
- The delivery list records the target hardware, software version, build or deployment steps, interface configuration and test records to facilitate subsequent integration testing and maintenance.
- Check queries, curves, and statistical results
- Check the integrity of records before and after offline according to the message sequence number
- Verify cross-tenant data and device access isolation
The acceptance is carried out based on the equipment, version, environment, samples and indicators confirmed by both parties; the scope of source code and design documents, prototype materials, third-party fees and subsequent maintenance are listed in the project documents.
Frequently Asked Questions
Can I delegate only one of the development modules?
Yes. Historical Data and Alarm Management Systems, Gateway Offline Buffering and Resumable Data Uploads, Multi-Tenant Access Control and Business System Integration can be scoped separately. Define the interfaces and integration responsibilities between modules before development.
How can frequent device connections and disconnections avoid alarm floods?
Configure duration thresholds, recovery confirmation, suppression windows and repeat-notification policies for the business workflow. Distinguish brief fluctuations from actual faults while retaining original events for traceability.
Discuss Your Project
Define the Scope with Your Device and Interface Information
Please provide target functions, existing equipment or code, interface protocols, deployment environment and planned milestones to facilitate assessment of workload and stage delivery arrangements.
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