10 Best Lab Management Tools in 2026

PathAI is a leading AI-powered pathology platform dedicated to improving patient outcomes through reliable technology and collaboration with biopharma and pathology laboratories. Its core offering, AISight, is a cloud-native intelligent enterprise workflow solution that serves as a central hub for case management, image management, and best-in-class artificial intelligence tools for histopathology use cases. AISight is designed to power digital pathology workflows and AI applications for academic medical centers, reference laboratories, health systems, and biopharma. The platform provides invaluable insights for biomarker discovery, drug development, and improved laboratory workflows. PathAI offers a robust AI product menu with specialized algorithms for oncology, MASH (Metabolic Dysfunction-Associated Steatohepatitis), Inflammatory Bowel Disease, and Celiac disease, enabling quantitative analysis of pathology images. These AI tools assist pathologists in various tasks, from automated scoring and biomarker quantification to case prioritization and quality control, ultimately driving precision medicine forward.

Proscia offers a comprehensive digital pathology platform, Concentriq, designed to transform pathology workflows from research and development to clinical diagnostics. It provides purpose-built solutions for life sciences (Concentriq LS) to accelerate biomarker discovery and drug development, and for diagnostics (Concentriq AP and FDA-cleared Concentriq AP-Dx) to digitize labs, improve diagnostic quality, and increase efficiency. The platform integrates advanced digitization, AI, and real-world data to enable faster breakthroughs and more precise patient insights. The platform is utilized by leading academic medical centers, health systems, commercial labs, major CROs, and pharmaceutical companies. Proscia's solutions aim to address challenges like the rising diagnostic burden, pathologist shortages, and the increasing demand for precision medicine by offering intuitive interfaces for interpreting and managing cases, advanced collaboration tools, and AI-powered image analysis. Proscia Aperture, a precision medicine solution, further enhances the platform by turning routine pathology data into actionable, real-time insights, supporting drug development and market access strategies. Proscia's offerings are designed to accelerate the shift to 100% digital diagnosis, empower data science and AI teams, and enable the development and deployment of AI solutions for both therapy development and precision diagnostics. It focuses on improving the pathologist experience, running more efficient labs, and positioning organizations for future growth in the evolving landscape of digital pathology and AI.

Scispot is an AI-powered operating system designed for modern biotech, diagnostics, and testing labs. It unifies fragmented lab workflows into a single, automated ecosystem, connecting experiment planning, execution, documentation, and inventory management. The platform aims to eliminate manual processes, reduce errors, and accelerate scientific discovery by providing end-to-end traceability, smart inventory management, and seamless integration with lab instruments and software. Scispot caters to a wide range of labs, from startups to global enterprises, offering solutions for drug discovery, contracting testing labs, molecular diagnostics, pathology, biobanking, industrial biotech, pharma QC, and clinical QC labs. It leverages AI through its 'Scibot' assistant for data analysis, workflow recommendations, and natural language processing (NLP) search, making lab operations more efficient and audit-ready. The platform also provides code-first automation capabilities via API, JupyterHub, Python SDK, and CLI for advanced users.

Benchling is a comprehensive cloud-based platform designed to accelerate biotech and biopharma research and development. It provides a unified digital environment for scientists to plan, record, and share experiments, automate workflows, and leverage AI tools for increased efficiency. The platform helps build a robust data foundation by allowing users to model and track scientific data for various biomolecules, small molecules, cell lines, animals, and reagents, ensuring a unified data model across experiments. Benchling caters to a wide range of R&D teams across discovery, pre-clinical, and process development, with specialized solutions for areas like gene therapy, cell therapy, antibodies and proteins, RNA therapeutics, agritech, industrial biotechnology, and microbial strains. It integrates traditional ELN, LIMS, and molecular biology tools into a single, flexible system that adapts to evolving scientific needs. The platform is built to scale, offering out-of-the-box integrations, custom app development capabilities, and connectivity with instruments and other software, ultimately aiming to reduce time spent on data capture, increase throughput, and save scientists valuable time.

Sapio Sciences offers a comprehensive agentic AI lab informatics platform that unifies Laboratory Information Management Systems (LIMS), Electronic Lab Notebooks (ELN), and Scientific Data Management Systems (SDMS). This platform is designed to streamline and automate complex workflows across various scientific disciplines, including research and development, clinical diagnostics, and manufacturing. It leverages advanced AI, including large language models and agentic AI, to enhance productivity, accelerate discovery, and ensure compliance in laboratory settings. The platform consists of three core components: Sapio LIMS, a no-code, configurable LIMS for automating lab workflows from start to finish; Sapio ELaiN, an AI-powered co-scientist ELN that assists with experiment design, execution, analysis, and data search; and Sapio Scientific Data Cloud, which integrates and unifies instrument and research data enterprise-wide into a living knowledge graph. It caters to scientists, lab managers, and IT professionals in pharmaceutical, biotech, and clinical diagnostic organizations seeking to modernize their lab operations with intelligent automation and data management.