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We took a closer look at the issues that affect accuracy, efficiency, and data integrity - the hidden bottleneck in more laboratories than we can shake a sharpie at. ",{"data":563},{"id":564,"attributes":565},3855,{"name":566,"alternativeText":567,"caption":11,"width":568,"height":569,"formats":570,"hash":581,"ext":42,"mime":44,"size":582,"url":578,"previewUrl":11,"provider":25,"provider_metadata":583,"createdAt":587,"updatedAt":588},"Vial labelling.jpg","Automated vial labelling and sample tracking in a laboratory workflow",2400,1601,{"large":571,"small":573,"medium":575,"public":577,"extrasmall":579},{"ext":42,"url":572,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/736c5d5c-1374-4752-612c-43890f0f8500/large",{"ext":42,"url":574,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/736c5d5c-1374-4752-612c-43890f0f8500/small",{"ext":42,"url":576,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/736c5d5c-1374-4752-612c-43890f0f8500/medium",{"ext":42,"url":578,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/736c5d5c-1374-4752-612c-43890f0f8500/public",{"ext":42,"url":580,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/736c5d5c-1374-4752-612c-43890f0f8500/extrasmall","Vial_labelling_782d9ded01",554.2,{"variants":584,"public_id":585,"variant_url":586,"resource_type":59},[578,572,576,580,574],"736c5d5c-1374-4752-612c-43890f0f8500","https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/736c5d5c-1374-4752-612c-43890f0f8500","2025-10-22T13:14:09.399Z","2026-07-23T10:59:57.934Z",[590],{"id":591,"name":592},377,"Process insights",{"id":594,"attributes":595},572,{"slug":596,"postedon":597,"header":598,"categories":628},"multidose-practical-benefits","2026-07-01",{"id":599,"title":600,"subheading":601,"image":602},2125,"The practical benefits of automated powder dosing with MultiDose™","MultiDose is packed with hidden features, but there are many practical advantages to using this collaborative solid dispensing platform in your lab operations. ",{"data":603},{"id":604,"attributes":605},3388,{"name":606,"alternativeText":77,"caption":11,"width":607,"height":608,"formats":609,"hash":620,"ext":42,"mime":44,"size":621,"url":617,"previewUrl":11,"provider":25,"provider_metadata":622,"createdAt":626,"updatedAt":627},"MD23-021.jpg",1200,800,{"large":610,"small":612,"medium":614,"public":616,"extrasmall":618},{"ext":42,"url":611,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00/large",{"ext":42,"url":613,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00/small",{"ext":42,"url":615,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00/medium",{"ext":42,"url":617,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00/public",{"ext":42,"url":619,"mime":44},"https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00/extrasmall","MD_23_021_80f0cad255",59.69,{"variants":623,"public_id":624,"variant_url":625,"resource_type":59},[617,615,619,611,613],"e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00","https://imagedelivery.net/3h7wFjnSc1jcCITlqfjLww/e95d622d-50b8-4ccb-4f2a-1dd85b9a2a00","2024-08-02T07:54:06.148Z","2026-01-26T11:10:35.055Z",[629],{"id":630,"name":592},348,{"id":632,"attributes":633},11,{"postedon":634,"readtime":635,"slug":636,"createdAt":637,"updatedAt":638,"publishedAt":639,"postedby":640,"header":641,"article":646,"categories":733,"seo":734},"2026-06-30",21,"data-freedom","2026-07-08T09:59:19.803Z","2026-07-21T14:10:12.702Z","2026-07-08T10:53:16.214Z",{"data":11},{"id":642,"title":643,"subheading":644,"image":645},2202,"Data freedom & integration in laboratory automation","Learn how to avoid data silos and maintain flexibility as your laboratory evolves.\n",{"data":11},[647,652,656,660,663,667,670,674,677,681,684,688,691,695,698,702,705,709,712,716,719,723,726,730],{"id":648,"__component":649,"title":650,"subheading":11,"image":651},719,"page-content.heading","Why does data ownership matter in laboratory automation?",{"data":11},{"id":653,"__component":654,"content":655},3281,"page-content.paragraph","Data ownership determines who controls access, format, and future usability of your experimental and process data. \n\nIn automated labs, this becomes critical because:\n\n•\t**Data** is generated continuously across instruments, robotics, and software systems\n•\tLong-term projects rely on **historical data** remaining **accessible and usable**\n•\tIT and digital teams need **flexibility** to integrate, analyse, and scale systems over time\n\nIf data is locked into vendor-specific software or formats, it can limit your ability to migrate systems, adopt new tools, or meet evolving compliance requirements.\n",{"id":657,"__component":649,"title":658,"subheading":11,"image":659},720,"What does ‘open integration’ mean in laboratory automation?",{"data":11},{"id":661,"__component":654,"content":662},3282,"Open integration refers to the ability of automation systems to connect easily with your existing and future software stack without requiring proprietary restrictions.\n\nIn **practical** terms, this includes:\n\n•\tStandardised interfaces such as **REST APIs**\n•\tCompatibility with common platforms like **LIMS, ELNs, MES, and ERP systems**\n•\tThe ability to **exchange data** in widely recognised, non-proprietary formats\n•\tFlexibility to integrate **third-party instruments, labware, and software**\n\nAn open integration approach allows automation systems to fit into your digital ecosystem, rather than forcing your ecosystem to adapt around them.\n",{"id":664,"__component":649,"title":665,"subheading":11,"image":666},721,"How does Labman approach data and system integration?",{"data":11},{"id":668,"__component":654,"content":669},3283,"Labman systems are designed as open, configurable platforms rather than closed ecosystems.\n\nKey characteristics include:\n\n•\t**BaseApp software architecture** that supports custom workflows and external system connectivity\n•\t**API-first approach**, enabling integration with LIMS, ELNs, MES, and ERP platforms\n•\tUse of **non-proprietary labware and hardware interfaces** wherever possible\n•\tModular system design that **allows changes and extensions** over time\n\nThis approach ensures that data can move freely between systems and remain accessible beyond the lifespan of any single platform.\n",{"id":671,"__component":649,"title":672,"subheading":11,"image":673},722,"How is this different from closed or ecosystem-based automation models?",{"data":11},{"id":675,"__component":654,"content":676},3284,"Some automation solutions are designed around tightly controlled ecosystems, where:\n\n•\tSoftware, hardware, and consumables are interdependent\n•\tIntegration with external systems may be limited or require additional licensing\n•\tData access may depend on vendor-controlled tools or formats\n\nIn contrast, an open approach:\n\n•\t**Avoids dependency** on a single vendor for upgrades or expansions\n•\t**Supports integration** with existing and future tools\n•\tReduces the **risk** of needing to **replace** entire systems when requirements change\n",{"id":678,"__component":649,"title":679,"subheading":11,"image":680},723,"What are the risks of vendor lock-in in lab automation?",{"data":11},{"id":682,"__component":654,"content":683},3285,"Vendor lock-in can introduce both operational and financial risks over time:\n\n•\t**Limited flexibility** to adopt new technologies or workflows\n•\t**Higher long-term costs** (OPEX) due to licensing, upgrades, or proprietary consumables\n•\t**Complex migrations** if you need to move away from the system\n•\t**Data accessibility challenges**, particularly for long-term projects or audits\n\nThese risks are often not apparent at the point of purchase but become significant as systems scale.\n",{"id":685,"__component":649,"title":686,"subheading":11,"image":687},724,"How does an open approach reduce long-term costs?",{"data":11},{"id":689,"__component":654,"content":690},3286,"Open systems reduce total cost of ownership by:\n\n•\tEliminating reliance on proprietary consumables or software add-ons\n•\tAllowing incremental upgrades instead of full system replacements\n•\tEnabling competitive sourcing of components and integrations\n•\tReducing the cost and complexity of future system changes\n\nFor many organisations, this flexibility becomes more valuable than upfront cost differences.\n",{"id":692,"__component":649,"title":693,"subheading":11,"image":694},725,"Can Labman systems integrate with our existing LIMS or ELN?",{"data":11},{"id":696,"__component":654,"content":697},3287,"Yes. Labman systems are designed to integrate with existing digital infrastructure.\n\nTypical integrations include:\n\n•\tBi-directional data exchange with LIMS and ELNs\n•\tWorkflow orchestration with MES platforms\n•\tData reporting into ERP systems\n•\tCustom integrations for internal databases or analytics platforms\n\nBecause integrations are handled via standard interfaces, systems can be adapted to your specific architecture.\n",{"id":699,"__component":649,"title":700,"subheading":11,"image":701},726,"What does this mean for IT and digital teams?",{"data":11},{"id":703,"__component":654,"content":704},3288,"For IT and digital stakeholders, open automation systems offer:\n\n•\tGreater control over data structures and access\n•\tEasier alignment with internal data governance policies\n•\tReduced dependency on vendor-specific tooling\n•\tMore straightforward integration with enterprise systems\n\nThis often enables faster deployment of digital initiatives and reduces long-term technical debt.\n",{"id":706,"__component":649,"title":707,"subheading":11,"image":708},727,"How does this impact quality and compliance (QA/QC)?",{"data":11},{"id":710,"__component":654,"content":711},3289,"Open systems support compliance by ensuring that:\n\n•\tData remains accessible and traceable across systems\n•\tAudit trails can be integrated into broader data environments\n•\tReporting can be standardised across multiple platforms\n\nBecause data is not confined to a single proprietary environment, it is easier to align with regulatory and quality frameworks.\n",{"id":713,"__component":649,"title":714,"subheading":11,"image":715},728,"Why are organisations prioritising openness in automation now?",{"data":11},{"id":717,"__component":654,"content":718},3290,"As laboratories become more digitally connected, priorities are shifting towards:\n\n•\tInteroperability across systems and sites\n•\tLong-term data usability for AI, modelling, and analytics\n•\tAvoiding technical and financial lock-in\n•\tAligning automation with wider digital transformation strategies\n\nAn open approach to automation supports these priorities by enabling flexibility from the outset.\n",{"id":720,"__component":649,"title":721,"subheading":11,"image":722},729,"How can I evaluate whether an automation solution is truly ‘open’?",{"data":11},{"id":724,"__component":654,"content":725},3291,"When assessing vendors, useful questions include:\n\n•\tCan data be accessed without proprietary software?\n•\tAre APIs available and documented?\n•\tCan the system integrate with our existing LIMS/ELN/MES?\n•\tAre consumables or components restricted to a single supplier?\n•\tWhat happens if we need to upgrade or migrate in the future?\n\nClear, transparent answers to these questions are a strong indicator of openness.\n",{"id":727,"__component":649,"title":728,"subheading":11,"image":729},730,"Summary: What is the key advantage of an open integration approach?",{"data":11},{"id":731,"__component":654,"content":732},3292,"An open approach to laboratory automation gives you:\n\n•\tControl over your data\n•\tFreedom to evolve your systems\n•\tReduced long-term risk and cost\n•\tAlignment with digital and IT strategies\n\nRather than locking you into a fixed ecosystem, it allows your automation infrastructure to grow with your organisation.\n",[],{"id":735,"metaTitle":643,"metaDescription":736,"keywords":737,"canonicalURL":11,"metaRobots":11,"metaViewport":11,"structuredData":11,"metaImage":738,"metaSocial":739},564,"Data ownership determines who controls access, format, and future usability of your experimental and process data.","Data freedom in lab automation",{"data":11},[],[741,751,761,771],{"id":7,"attributes":742},{"slug":743,"postedon":744,"header":745,"categories":750},"what-is-lab-automation","2026-07-26",{"id":746,"title":747,"subheading":748,"image":749},2187,"What is lab automation?","An introduction to modern laboratory automation.",{"data":11},[],{"id":114,"attributes":752},{"slug":753,"postedon":754,"header":755,"categories":760},"how-to-reduce-turnaround-time","2026-07-25",{"id":756,"title":757,"subheading":758,"image":759},2188,"How to reduce turnaround time","Understand how automation can help laboratories deliver results faster.",{"data":11},[],{"id":63,"attributes":762},{"slug":763,"postedon":764,"header":765,"categories":770},"what-is-gravimetric-dosing","2026-07-24",{"id":766,"title":767,"subheading":768,"image":769},2190,"What is gravimetric dosing? A practical guide for modern laboratories","Discover why gravimetric dosing is used in laboratories and manufacturing.",{"data":11},[],{"id":75,"attributes":772},{"slug":773,"postedon":764,"header":774,"categories":779},"lab-automation-cost",{"id":775,"title":776,"subheading":777,"image":778},2189,"Lab automation cost: what drives price (and how to de-risk it)","A practical guide to automation budgets, ROI and risk reduction.",{"data":11},[],1786453407612]