Workflow Automation
More time for researchLet AI handle the repetition
From experimental data and analysis to reports, ProteinX engineers work with your team to connect frequent tasks into automation you can run and review.
Organize · Analyze · Generate · Review
An editable draft report
01 / Business scenarios
Start with the work your team repeats every day
Choose a scenario
and see how the steps connect.
02 / See the whole process
Turn a batch of data into a report ready for review
Generate report
Place data, charts, and explanations into the agreed template as an editable draft.
Experiment Results Summary
Project summary / Pending owner review
| Sample group | Relative signal · Example | Processing status |
|---|---|---|
| Sample Group A | 0.62 | Consolidated |
| Sample Group B | 0.84 | Consolidated |
| Sample Group C | Information needed | Pending review |
03 / Fit daily work
Connect to existing work so your team can use it
Start with current materials and systems
Connect existing spreadsheets, folders, instrument exports, or APIs using an approach that fits your environment.
Shared folders · Instrument files · System APIs
People approve the important steps
Add review points for analysis definitions, exceptions, publishing, and approvals, making decisions and authorization explicit.
Exceptions enter an action queue
Give staff a clear place to work
Start tasks, follow progress, resolve exceptions, confirm results, and download outputs in daily work.
Action records · Downloads
04 / See the difference
See which parts of the work improve
CurrentOpen, copy, and check files individually
After integrationCollect automatically and review flagged items together
CurrentRecreate charts and formatting each time
After integrationGenerate drafts from agreed methods and templates
CurrentRepeatedly ask how far a task has progressed
After integrationSee progress and exceptions in one place
CurrentOrganize and archive files after delivery
After integrationArchive approved results and notify relevant members
Compare staff time, rework, and volume using actual tasks.
FROM NEED TO DELIVERY
Plan your first automated workflow
What to prepare
Choose a recurring task and prepare anonymized inputs, the current steps and an example of the desired result. Spreadsheets, instrument exports or existing reports are useful starting points.
Agree on delivery
Agree on the workflow entry point, system connections, review steps and output formats. Check results using real tasks and hand over operating instructions and exception handling.
Questions before we start
Which workflow should we start with?
Start with a frequent task that has clear inputs, outputs and an easy way to verify results, such as experiment data aggregation or recurring reports. Validate that step before connecting adjacent work.
Can we keep our spreadsheets and business systems?
Integration can start with existing file formats, shared folders and system APIs. Engineers review access and connectivity, retain familiar entry points and return results to the agreed location.
How do we measure the value of automation?
Compare staff time, rework and throughput on comparable tasks, while checking output completeness and key results. The team receives acceptance examples and records for ongoing review.
Start with one workflow
Five working days
to validate a workflow's value
Define the need with ProteinX engineers.
Use a working demo to decide the next step.
working days · one workflow
- Working automation demo
- Quantified evaluation report
- Implementation recommendations