Map the system. Preserve the evidence. Test the handoff.
Source-backed reporting and analysis connected to the companies, capabilities, authorities, and operating domains it affects.
SiLA 2 addresses service-oriented device and system communication, Allotrope separates a scientific data format, model, and ontology, and AnIML defines an XML-based analytical-data structure. A lab architecture can use more than one, but each boundary needs an explicit version and mapping.
21 CFR 211.160 requires written laboratory controls with scientifically sound specifications, standards, sampling plans and test procedures, including quality-control-unit review and approval. A laboratory should resolve the governing approved version before sampling or testing begins and preserve any later deviation or change separately.
UniteLabs documents versioned workflows linked to runs, run inputs, logs and artifacts, plus connectors with stable identity and software version. A reconstructable laboratory run still requires the exact workflow release, connector release, device state, inputs, exceptions, and outputs to be joined rather than inferred from separate records.
ICH Q1A(R2) connects primary batches, long-term and accelerated conditions, scheduled testing, significant-change branches, and re-test or shelf-life conclusions. A stability result is usable only inside that prospective study-arm structure.
Automata's current LINQ page presents workcell control, run management, robust error handling, data tasks, laboratory-system integration, and automatic error handling through its developer environment. Recovery logic can keep a run moving; it cannot decide safely without current sample, method, instrument, process, custody, and exception context.
IDBS says E-WorkBook customers can move workflows and data to Polar, retain E-WorkBook-only capabilities or adopt fuller Polar capabilities, and carry integrations forward. A laboratory migration needs object, workflow, calculation, permission, audit-trail, GxP-scope, raw-data, report, and retention reconciliation before the successor becomes authoritative.
LabCollector says its inventory tools track chemicals, reagents, consumables, storage, lots, supplier orders, purchase orders, and catalog information. Laboratories still need receipt, identity, specification, condition, quarantine, review, and release evidence before purchased material becomes available for governed work.
Labforward says Laboperator can parameterize devices, start measurements, run commands, and collect readouts where interfaces permit. A controlled lab still needs to prove which device accepted each instruction and what state followed before relying on automated execution.
Autoscribe says Matrix Gemini uses point-and-click configuration, can be updated without coding skills, and supports configurable workflows. In a regulated laboratory, the absence of custom code does not remove intended-use assessment, change authority, specification, risk-based testing, migration checks, training, release, and post-change review.
ResearchSpace says RSpace can connect notebook records, sample information, instrument records, uploaded files, and external storage, and can bundle external files in exports. A portable research record still needs stable identities, exact versions, hashes, relationship history, permissions, export scope, validation, and a documented restore test.
POMS documents equipment management within its POMSnet Aquila pharmaceutical manufacturing-execution system. A displayed equipment status can support manufacturing execution, but analytical-instrument readiness still depends on the correct instrument identity, qualification, calibration, maintenance, method, software, access, system-suitability, exception, and laboratory approval records.
QBench documents sample and test tracking plus automated report approval and release. The output still needs method, result, exception, reviewer, version, and recipient evidence.
Synthace documents moving experiment designs and automation instructions across devices and sites. The scientific method transfer still needs contextual execution and acceptance evidence.
Sapio Sciences documents a LIMS for managing samples, configuring workflows, and carrying laboratory work from test order to reporting. An out-of-specification workflow can preserve an exception and its handoffs, but it cannot determine why a result occurred or whether an assignable scientific cause has been established.
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.
Agilent documents OpenLab CDS for chromatography data acquisition, processing, reporting, and controlled review workflows. Technical controls can preserve signatures, permissions, versions, and audit history, but the laboratory still has to show that a qualified reviewer examined the right evidence and made a defensible decision.
FDA's CGMP records guidance says a paper chromatogram generally omits the injection sequence, instrument method, integration method, and audit trail associated with the result. A printable report can support review, but it cannot silently replace the retained electronic source record.
For drug CGMP laboratory records within its scope, 21 CFR 211.194 connects the sample, method, raw data, calculations, result, performer, and second-person review. A final result in a LIMS is not the complete record when the source observations and review path cannot be reconstructed.
