4 seconds
To a pass or fail decision
Image data captured and processed for real-time object detection on a live distribution line, returning a decision the conveyor acts on.
Critical-care distribution
Software for laboratories, instruments and regulated production lines.
Built where a physical process has to produce a defensible record.
What our laboratory and life sciences clients shipped.
50%
Reduction in manual intervention
Product identification, classification, code scanning and label printing automated across the fulfilment line.
Critical-care distribution
40%
Fewer inspection errors
Automated verification replacing manual checking at the point of dispatch.
Critical-care distribution
100%
Process traceability
Activity logs across the vision system and conveyor control, cutting audit preparation time by around 30%.
Critical-care distribution
Zero
Manual transcription into the LIMS
Analytical instrument output flowing directly into QBench, removing the transcription step entirely.
Testing laboratory
Paper to digital
Across two states
Calculations, test selection, code scanning, result printing, sample imaging and weight and temperature capture moved off paper.
Testing laboratory
Four systems Winjit builds.
Instrument and LIMS integration
Analytical instrument output moved into the laboratory system of record without a person retyping it.
BuiltMiddleware aggregator across laboratory instruments, automated transfer into QBench, sample and order turnaround reporting
Vision on the line
Image capture and detection producing a decision fast enough for the conveyor to act on it.
BuiltAutomated vision system, orchestration service, conveyor control integration over OPC-UA, full activity logging
Laboratory operations
The daily running of a laboratory moved off paper and into a controlled workflow.
BuiltDigitised sample intake, automated calculations and test selection, code scanning, sample imaging, weight and temperature capture, customised order flow
Compliance data capture
Process data pulled from the equipment that generates it and written into the systems that have to hold it.
BuiltReal-time PLC data extraction, direct integration into Intelex, audit-ready file generation for ERP
Where Winjit fits, by situation.
The situationInstruments produce results that a person retypes into the laboratory system, and the transcription errors are the quality problem.
What Winjit doesBuilds the middleware between instruments and the LIMS, with the reporting the laboratory actually needs on top of it.
Where it has been doneMiddleware aggregator connecting analytical instruments to QBench, with automated transfer and sample and order turnaround reporting.
The situationInspection on the line is done by eye, which sets the ceiling on both throughput and accuracy.
What Winjit doesBuilds the vision system, the orchestration around it and the integration to the equipment that acts on its output.
Where it has been doneAutomated vision system returning a pass or fail decision in four seconds, orchestrated to a conveyor control system over OPC-UA, with full logging.
The situationA laboratory runs on paper, and the growth it is planning will not survive it.
What Winjit doesDigitises the operation end to end, including the calculations and selections people currently make by hand.
Where it has been doneLaboratory operations digitisation covering calculations, test selection, code scanning, result printing, sample imaging and environment capture, across two states.
The situationCompliance data exists on the equipment but reaches the compliance system by copy and paste.
What Winjit doesBuilds the extraction and integration path, and the audit file generation at the end of it.
Where it has been doneReal-time PLC data extraction integrated into Intelex, with audit-ready file generation for the ERP system.
The situationLaboratory inventory, project scoping and task workflow live across spreadsheets and email.
What Winjit doesBuilds the operational platform, with real-time visibility across inventory, tasks and project status.
Where it has been doneWeb-based inventory, project scoping, quote generation and workflow platform with sensor-based inventory tracking.
The instruments, systems and protocols Winjit builds against.
Laboratory systems
- QBench
- Analytical instrumentation output across a laboratory instrument set
Industrial and line systems
- OPC-UA
- PLC data extraction
- Conveyor control system integration
- IoTSense
Compliance and enterprise systems
- Intelex
- ERP integration via structured file exchange
Vision and platform
- Computer vision and real-time object detection
- Python · Node.js
- React · PostgreSQL
Integration runs against the instruments, control systems and compliance platforms already in place. Replacement is not a precondition for any engagement.
The audit trail is a build output, not a report.
A regulated process is only as good as the record it produces. The record is designed at the same time as the process.
Traceability by default
Activity logging across the vision system and the control system, retained for auditability rather than assembled on request. Audit preparation time fell by around 30% as a direct result.
Data handling under HIPAA
Sensitive healthcare information handled to HIPAA requirements in the move from on-premises to cloud, with the requirement treated as a build input.
Instrument data integrity
Automated transfer from instrument to system of record removes the transcription step, which is where laboratory data integrity is most often lost.
The work, in full.
Critical-care distribution
Distribution vision system
An automated vision system returning a pass or fail decision in four seconds, cutting manual intervention in half.
Read the story
Testing laboratory
Instrument-to-LIMS integration
Analytical instrument output flowing straight into the LIMS, removing manual transcription entirely.
Read the story
Testing laboratory
Laboratory digitisation
A paper-based laboratory moved to a fully digital workflow across two states.
Read the storyQuestions laboratory and quality leaders ask first.
Yes. Winjit built a middleware aggregator connecting analytical instruments to QBench for a US testing laboratory, transferring results automatically and adding sample-level and order-level turnaround reporting.
Yes. For a US critical-care distributor, Winjit built an automated vision system returning a pass or fail decision in four seconds, orchestrated with a conveyor control system over OPC-UA, with full activity logging across both.