LAB SYSTEMSINDEX

Map the system. Preserve the evidence. Test the handoff.

Coverage desk

Scientific AI governance

Source-backed reporting and analysis connected to the companies, capabilities, authorities, and operating domains it affects.

CDD Vault curve fits need assay context before compound ranking

CDD Vault presents activity-data management, standardized assay context, curve fitting, visualization, and entity registration. A fitted curve still needs traceable samples, protocol, concentrations, units, run controls, model choices, exclusions, uncertainty, and a separately reviewed comparison before it can inform compound ranking.

Uncountable AI edits need reviewer and rollback evidence

Uncountable says its Bodie assistant can edit tables, create records, and update fields. State-changing actions need identity, scope, source, preview, approval, version, validation, and reversal controls.

A Scitara connector event does not prove complete data transfer

Scitara documents a laboratory integration platform for connecting instruments, applications, services, and workflows. A successful connector event can show that a transfer step ran, but it cannot prove that every raw file, metadata element, relationship, checksum, and exception arrived intact in the intended system of record.

A SampleManager workflow is not the laboratory’s approved procedure

Thermo Fisher Scientific documents SampleManager LIMS capabilities for flexible workflow automation and step-by-step laboratory execution. Configured steps can guide and record work, but the approved procedure, method version, training state, deviation authority, and scientific review remain governed laboratory records.

A Dotmatics AI write-up is not a reviewed scientific conclusion

Dotmatics presents an electronic lab notebook that can organize experimental records and support AI-assisted write-ups and analysis. Generated text can accelerate review, but it cannot establish that the source data, method, interpretation, attribution, or scientific conclusion is correct.

Waters NuGenesis is not the chromatography system

Waters documents NuGenesis as a laboratory-management platform that combines SDMS, electronic laboratory notebook, sample, stability, search, retention, and execution workflows. Those connected functions do not make it the chromatography data system that controls acquisition, processing, methods, results, and instrument-specific audit evidence.

ISO 15189 keeps point-of-care testing inside medical-laboratory governance

ISO 15189:2022 specifies quality and competence requirements for medical laboratories and states that it is also applicable to point-of-care testing. A result produced near the patient can shorten a handoff, but it does not remove method, device, operator, quality, result-review, clinical-use, and accreditation responsibilities.