Editorial
Original articles on scientific work, platforms, and the forces shaping them.
Industry Analysis
Choosing LIMS Software: Can the Record Explain the Result?
A missing dilution factor exposes the work between a laboratory method, a calculated value and a release decision.
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Systems & Integration
Clinical Trial Management System: Who Owns the “Complete” Status?
IQVIA’s Veeva selection puts the handoff between connected sponsor systems and site responsibilities in focus.
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Industry Analysis
Get Your Work in Front of the People Hiring Scientists
Find the work a biotech company needs done, then give the people hiring a reason to speak to you.
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Data & AI
Why Clinical Operations KPI Reports Disagree
A shared definition can save the next reporting cycle from repeating the same argument about what was counted.
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Systems & Integration
Connecting LIMS, ELN and Analytics: What Has to Match
The value of an integration grows when the next analysis can use a result without reconstructing its history.
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Industry Analysis
Who Gets the Time AI Saves in Medicine?
Faster documentation and an avoided specialist visit change different parts of the system. Following the time reveals how much larger the change could become.
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Data & AI
AI Can Add Up the Clues You Leave Online
A local phrase, an old comment and a professional profile can point to the same person. AI makes the links easier to test.
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Industry Analysis
Building a Food Business Around Cultivated Meat
A duck-cell biomass, a fat ingredient and a steak give a production line different jobs. Those choices are shaping the industry's first markets.
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Data & AI
Stop Researching the Same Company from Scratch
A checked connection between records can keep working long after the first briefing.
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Product & UX
One Record, Different Responsibilities
An operator has finished entering a result. A reviewer still has a question. Both need a screen that tells the truth about the same work.
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Product & UX
A Protocol Is More Than a Checklist
A checked box records a claim of completion. A useful protocol interface also explains what was required, what happened, and whether the next step is available.
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Development
When a Small Change Needs a Record
Changing the default sort order takes little code. Explaining what that change does to a review workflow takes a different kind of work.
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Systems & Integration
Access That Follows the Work
A collaborator needs to finish a particular analysis. The access request should describe that work precisely enough to grant it—and to end it.
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Data & AI
A Prediction Is Not a Decision
A high model score can help prioritize an experiment. The researcher still needs to know what it means, where it applies, and what the experiment will cost.
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Design
Designing for the Data That Breaks
An empty cell can mean several different things. The next action depends on knowing which one.
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Development
Reproducibility Has an Interface
A rerun button is useful only when the researcher can see what it will repeat—and what has changed since the original analysis.
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Data & AI
When a Dataset Cannot Explain Itself
The files open. The columns have names. The difficult part is knowing what one row actually represents.
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Systems & Integration
The Handoff Is the Product
A successful transfer preserves the meaning of a result, the history behind it, and the responsibility for what happens next.
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Case note
Designing Laboratory Software Around the Experiment
Laboratory products should reflect experimental logic, not force scientists to translate their work into generic data entry.
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Case note
Writing Product Requirements for Biotech Systems
A biotech product requirement should connect a user need to a scientific constraint, system behavior, and measurable evidence.
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Case note
Designing Data-Heavy Interfaces for Scientific Decisions
Scientific interfaces should reduce interpretation work by making context, uncertainty, comparison, and next actions visible together.
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Case note
Building an MVP for Medtech Without Losing the Evidence Chain
A medtech MVP can be small in scope while still preserving the identity, traceability, and control needed for later development.
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Case note
Design Systems for Scientific Software Need State Discipline
A design system for scientific software must describe meaningful states, not only reusable visual components.
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Case note
Designing Clinical Workflows Around Decisions, Not Screens
A case note on structuring clinical software around decisions, handoffs, and exceptions.
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