Long business processes
From request and scheduling through execution, retesting, review and reporting, status and ownership must stay connected.
Laboratory / R&D Digitalization
Connecting the whole test lifecycle,
keeping R&D data fully traceable
Built around battery testing, connecting projects, samples, equipment, test tasks, raw data, result review and reporting into end-to-end digital collaboration.
About anonymized cases
Under client confidentiality agreements, this page omits client names, locations and real production data; screenshots are anonymized and serve only to illustrate the engineering experience gained.
Project background
Starting from real operating problems,
we set the delivery boundary.
Battery testing spans many sample, equipment, method and role types, with task coordination, equipment data and result management scattered — making it hard to trace a conclusion back through the full experimental process.
Heterogeneous equipment data
Interfaces, files and data formats differ across test equipment and need uniform handling.
Complex traceability
Samples, methods, equipment, environment, raw data and results must retain accurate linkage.
Our scope
Around the core chain,
from architecture through delivery.
This page shows only the key delivery content; the commercial scope is governed by the signed project documents.
Test business workflow
Built the request, planning, scheduling, execution, exception, review and reporting flow.
Sample and equipment management
Managed sample movement, equipment status, calibration and test resource relationships.
Test data ingestion
Connected test equipment and data files, archiving raw data and computed results.
Result analysis and traceability
Cycle characteristic curve comparison, result review, report export and end-to-end reverse traceability.
System chain
Connecting site, data and applications
into a working whole.
The diagram is an anonymized summary, showing the main objects and technical relationships in the project.
Data & business sourcesProjects & samplesTest equipmentMethods & standards
Edge & execution layerTest execution & acquisitionWorkflow engineData archivingTraceability model
Platform & business applicationsPlanning collaborationResult analysisReview & reporting
Core engineering challenges
The real value
sits in the difficult details.
Project experience is not just finished feature pages — it is handling site constraints, data quality and long-term operation.
Decoupling equipment from business
Layering equipment adaptation, raw data and business process allows equipment to be added continuously.
Long-cycle state management
Test tasks spanning time and personnel retain status, ownership and exception records.
Trustworthy raw data linkage
Relationships between raw files, processed results, review versions and reports are preserved.
Business capabilities gained
No inflated numbers —
only what actually changed.
Unified test collaboration
Tasks, samples, equipment and personnel work within a single process.
Data linked to conclusions
Equipment data, processing, results and reports are no longer separate.
R&D testing assets
Methods, data, results and history accumulate for reuse.
Transferable experience
Proven engineering experience,
ready for new environments.
- 01Battery and materials laboratories
- 02R&D testing business platforms
- 03Lab equipment data ingestion
- 04Sample, data and report traceability
Project consultation
Clarify the business problem first,
then decide how the system should be built.
Tell us the business problem to solve, your existing systems and the outcome you expect — we usually reply within 1 business day.