Genomics Workflows Are Becoming More Automated, Integrated, and Sample-Prep Driven

May 28, 2026 by Natalia Pigino

Genomics has become one of the most important areas of modern life science research. From disease studies and precision medicine to agriculture, microbiology, drug discovery, and biotechnology, sequencing-based workflows are helping researchers generate more biological insight than ever before.

But as genomics becomes more powerful, it also becomes more workflow-dependent.

The quality of a sequencing result does not begin with the sequencer. It begins much earlier, with sample collection, nucleic acid extraction, purification, quantification, amplification, library preparation, and quality control. Every step before sequencing can influence the accuracy, consistency, and usefulness of the final data.

That is why sample preparation has become one of the most important parts of genomics research.

Across the industry, there is growing attention on how laboratories can make genomics workflows more automated, more reproducible, and easier to scale. At SLAS 2026, MGI Tech showcased next-generation laboratory automation and multi-omics solutions designed to accelerate research efficiency and simplify complex workflows.

One of the clearest examples of this trend is the development of fully automated sample processing systems. MGI’s SIRO48 system, presented at SLAS 2026, was described as a “Sample In, Report Out” solution that integrates nucleic acid purification, fragmentation, end repair, adapter ligation, PCR amplification, library purification, and quality control into a single workflow.

This type of integration reflects a broader shift in genomics.

Researchers and clinical laboratories are no longer focused only on generating more sequencing data. They also need to reduce manual variability, improve throughput, manage complex sample types, and ensure that workflows remain reliable from start to finish.

Automation is becoming part of that solution.

In manual workflows, small variations can affect results. Differences in pipetting technique, incubation timing, extraction efficiency, reagent handling, or sample transfer can introduce variability. These differences may become especially important when laboratories process large sample numbers, work with low-input samples, or need consistent data across multiple runs.

Automated and semi-automated workflows can help improve consistency by standardizing repetitive steps. They can also reduce hands-on time, improve sample tracking, support higher throughput, and make it easier for laboratories to scale their operations.

But automation does not eliminate the need for high-quality reagents and consumables. In fact, it makes them even more important.

A genomics workflow is only as reliable as the materials used at each step. DNA and RNA extraction kits, purification reagents, PCR enzymes, qPCR reagents, plates, tubes, sealing films, and other consumables all contribute to workflow performance. Poor extraction efficiency, degraded nucleic acids, inhibition, contamination, or inconsistent amplification can compromise downstream results.

This is especially important in next-generation sequencing workflows.

NGS sample preparation often includes multiple steps, such as extraction, fragmentation, end repair, adapter ligation, amplification, library purification, quantification, and quality control. Market research on the NGS sample preparation space identifies workflow segments such as sample extraction or isolation, library preparation, target enrichment, quantification, quality control, pooling, and related reagents and consumables. It also points to automation, high-throughput workflows, and diagnostic sequencing demand as important drivers in this market.

The reason is simple: sequencing output depends heavily on input quality.

High-quality nucleic acid extraction helps ensure that DNA or RNA is suitable for downstream analysis. Reliable purification helps remove contaminants that may interfere with enzymes or sequencing chemistry. PCR and qPCR reagents must deliver consistent amplification. Plates, tubes, and sealing films must support sample integrity and reduce evaporation or contamination risk.

For research teams, these details matter because genomics workflows often involve precious samples, limited material, or high-value experiments. A failed preparation step can mean lost time, wasted reagents, and delayed results.

The rise of multi-omics is adding another layer of complexity.

Multi-omics approaches may combine genomics, transcriptomics, proteomics, epigenomics, metabolomics, or spatial biology to give researchers a more complete view of biological systems. These workflows often require careful sample handling and coordinated preparation steps across different analytical platforms. As laboratories adopt more integrated approaches, the need for reliable sample preparation and workflow consistency becomes even more important.

This is why companies across the life sciences industry are investing in lab automation, intelligent sample management, and integrated workflow platforms. SLAS has also highlighted topics such as AI and automation in next-generation sample management, focusing on unified systems for managing diverse biological and chemical samples.

For MSE Supplies customers, this trend connects directly with the growing demand for dependable genomics and molecular biology products.

MSE Supplies offers a selection of products that support genomics workflows, including DNA/RNA extraction and purification kits, PCR and qPCR products, molecular biology reagents, PCR plates, tubes, sealing films, and related laboratory supplies. These materials are used across sample preparation, amplification, analysis, and workflow support.

As genomics becomes more automated and data-intensive, researchers still need strong fundamentals: clean samples, reliable reagents, consistent consumables, and workflows that reduce avoidable variability.

The future of genomics is not only about faster sequencers or larger datasets. It is also about better preparation, better reproducibility, and better workflow control.

For laboratories, that means sample preparation is no longer just a preliminary step. It is a central part of research quality.

Whether a team is working on NGS, PCR, qPCR, molecular diagnostics, gene expression, infectious disease research, or multi-omics studies, the reliability of the workflow begins before the data is generated.

That is why sample prep, automation, and molecular biology reagents are becoming increasingly important in genomics research.

As the field continues to evolve, researchers will need products that help them work efficiently, maintain consistency, and support high-quality results from the first step of the workflow to the final analysis.

→ Explore genomics and molecular biology products from MSE Supplies