GMP BIOmanufacturing lab informatics
Manage evolving processes, complex workflows, and critical traceability requirements with a graph-native LIMS built for connected, compliant, and adaptable GMP operations.
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GMP biomanufacturing requires a LIMS that can adapt to biological complexity, evolving processes, and strict traceability requirements. Labbit's graph-native architecture connects materials, batches, samples, processes, equipment, operators, and quality events into a complete, traceable, and auditable data model. This enables QC, QA, and MSAT teams to manage change, maintain chain of identity and custody, and evolve workflows within a validated framework without custom code or developer intervention.
Automated review and release logic moves a batch from testing to release without someone manually chasing down every required signature or outstanding result.
Every action, from sample login to eSignature, is captured natively as part of the batch’s record, so responding to an inspection or audit request doesn’t require days of special preparation.
SOP and workflow changes happen in a configuration layer separated from the validated core, keeping revalidation scoped to what actually changed rather than the whole system.
Starting material, batch, and final product stay connected as native relationships in the data, so identity and custody can be traced end to end rather than reassembled across records, relational tables, or separate systems.
When an investigation is needed, the batch's full upstream and downstream history, materials, equipment, and prior results is available instantly rather than requiring records to be pulled from separate systems and reassembled by hand.
Upstream data, downstream processing, fill/finish, and release testing live in the same platform, so nothing has to be reconciled across a separate LIMS, MES, and paper record just to see the full picture of a batch.
Upstream processing
Upstream manufacturing depends on laboratory testing to document process performance and support manufacturing decisions. Labbit manages in-process samples from collection through approved results, ensuring every sample follows the appropriate analytical workflow while maintaining complete traceability to the manufacturing batch.
Every sample, test result, instrument, operator, collection timepoint, and production vessel remains connected as part of a single record. Instead of reconstructing process history across multiple records or disconnected systems, quality and manufacturing teams can immediately navigate the complete context behind every in-process result.
downstream processing
Downstream processing follows strict SOPs where each analytical step must occur in the correct sequence before manufacturing can continue. Labbit is configured around these procedures, ensuring required testing, approvals, and quality checks are completed before the next stage begins.
As testing progresses, every analytical result remains connected to the associated purification step, manufacturing batch, equipment, and supporting documentation, creating a complete history that simplifies investigations, process review, and regulatory inspections.
FILL & Finish support
Fill and finish operates under the strictest procedural and documentation requirements in GMP biomanufacturing. Labbit embeds required laboratory activities directly into workflows, ensuring critical steps—including sterility testing, quality review, approvals, and eSignatures—cannot be bypassed or completed out of sequence.
Every action automatically contributes to an immutable electronic batch record, creating a complete, audit-ready history that simplifies batch review, investigations, and regulatory inspections.
CHAIN of identity & chain of custody
Maintaining confidence in product identity and custody requires more than recording individual events, it requires preserving the relationships between them. Labbit connects starting materials, manufacturing batches, laboratory testing, operators, equipment, deviations, and final product as one continuous history throughout manufacturing.
When quality teams need to investigate an issue or demonstrate traceability, the complete manufacturing story is already connected.
batch review & release
Product release in GMP biomanufacturing depends on complete confidence that every required laboratory activity has been performed, reviewed, and approved. Labbit continuously tracks testing status, pending results, approvals, and release readiness, giving quality teams complete visibility into every batch.
Configurable workflow logic ensures batches cannot advance until required testing is complete and review criteria have been met, helping accelerate release while maintaining strict compliance.
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Connect cleanroom monitoring data, excursions, investigations, and quality workflows to maintain control over critical manufacturing environments. Ensure environmental events are linked to the relevant batches, samples, and quality records for faster assessment and response.
Manage stability studies with connected sample tracking, testing schedules, results, and trending data across the product lifecycle. Maintain visibility into study requirements, timepoints, and results without relying on disconnected spreadsheets or manual tracking.
Streamline investigations by connecting deviations and corrective actions to the impacted batches, samples, processes, equipment, and quality events. Give quality teams the full context needed to identify root causes and drive effective resolution.
Generate electronic batch records through configured workflows that capture testing activities, approvals, eSignatures, and release criteria as work is performed. Maintain a complete, traceable record of each batch from manufacturing through final release.
Maintain a complete history of instruments and equipment, including usage, calibration, maintenance, and associated laboratory activities. Connect equipment data directly to testing workflows to support reliable results and inspection readiness.
Control access with configurable permissions that align user actions with their responsibilities across QC, QA, MSAT, and manufacturing teams. Ensure critical data and workflows remain secure while supporting compliant collaboration across the organization.
related Resources
Browse articles, webinars, and whitepapers that explore how modern laboratory informatics helps biomanufacturing teams maintain compliance, manage change, and build more connected operations.
Blog
The right platform isn't the one with the longest feature list, it's the one that aligns with your lab's workflows, data model, regulatory requirements, and stage of growth.
webinar
Learn why traditional LIMS audit trails fall short and how a graph-based approach makes compliance more trustworthy, more usable, and more audit-ready by preserving the full story behind every result.
whitepaper
Discover why graph-native data models are better suited to the complexity of GMP biomanufacturing. Learn how knowledge graphs capture relationships across materials, batches, processes, quality events, and laboratory data to improve traceability, flexibility, and compliance.
GMP manufacturing requires confidence that critical data remains secure, controlled, and inspection-ready. Labbit is delivered as a secure cloud platform with isolated customer environments, comprehensive audit trails, role-based permissions, electronic signatures, and configurable validation support designed for regulated laboratories.
Your data remains secure, isolated, and entirely under your control.
Getting started
Book a 30-minute demo to see visual workflow modeling, real-time execution visibility, and knowledge graph insights in action. We'll show you how Labbit adapts to your specific workflows.
FAQ
Labbit is a graph-native LIMS built to enforce GMP requirements directly in the workflow, connecting upstream culture data, downstream purification steps, fill/finish checkpoints, and release testing in one platform, with SOP compliance and data traceability built in at each stage rather than handled as a manual, after-the-fact process.
Labbit's graph-native structure stores who handled a sample and when (custody), and which specific starting material became which specific final product (identity), as native, connected relationships in the data. Both chains can be traced end to end directly, rather than reconstructed from records scattered across separate systems, which matters most in cell and gene therapy, where a patient's own cells are the starting material.
Because upstream data stays connected to its specific cell line, culture vessel, and batch as it's captured, MSAT teams can trend that data across runs to catch process variation early, and rely on the same configuration layer used for SOP enforcement when transferring a process between sites or scales.
Yes. Labbit generates the electronic batch record as work happens, through configured workflow steps, and that same record tracks which required tests are still outstanding for a batch, including slower assays, which is what release logic checks against before a batch can be released.
Every record captured in Labbit is attributed to a specific user and timestamped at the moment of creation, with no ability to alter a result without the change being visible in the audit trail. Because upstream, downstream, and release data all stay connected as native relationships, ALCOA+ compliance holds across the full batch record, not just within each individual system.