Lir Labs

Lir Labs, based in London, UK, specializes in advanced AI-powered microscopy solutions, enhancing real-time monitoring in industries such as wastewater treatment and biomanufacturing. Lir Labs is a company focused on developing AI-driven microscopy technology for various industries. Founded in 2025 and headquartered in London, UK, it has completed one deal. The most recent funding round was in April 2026, when Lir Labs raised GBP 210,000 in pre-seed funding from investor Antler.

The firm was established by individuals with a vision to improve biological process monitoring, although specific founder details were not disclosed. Lir Labs specializes in advanced AI-powered microscopy solutions, primarily utilized for real-time monitoring in various industries, notably wastewater treatment and biomanufacturing. Their core product is a deployable automated microscope system designed to provide continuous optical data on organic particle morphology, substrate consumption, species distribution, ecosystem quality, and system resilience. This technology enables users to detect process upsets, such as sludge bulking, much earlier than traditional sensors, allowing for timely operational adjustments.

Lir Labs' client base includes wastewater treatment facilities and biomanufacturing plants across North America and Western Europe, where the solutions aim to enhance operational efficiency, ensure regulatory compliance, and safeguard biomass integrity from toxic shocks or contaminants. The company's products were released as part of its mission to optimize biological processes and are vital for aligning treatment practices with modern environmental standards. Lir Labs generates revenue primarily through B2B transactions with municipal water treatment plants and industrial biomanufacturers. Their business model typically revolves around subscription services for ongoing monitoring and analysis, alongside one-time sales of their automated microscope systems.

Clients engage in partnerships that include installation, training, and continuous support, with service agreements structured to ensure clients receive regular updates and insights generated by the AI systems. The pricing plans reflect the comprehensive nature of the solutions offered, which encompass hardware and software components tailored to the specific needs of each facility. Lir Labs' flagship offerings are integral to the operational strategies of their clients, providing substantial potential for annual savings and improved compliance with environmental regulations. In April 2026, Lir Labs raised GBP 210,000 in pre-seed funding from Antler, which will be utilized to further develop their AI-powered microscopy products and expand their market reach.

The company is actively designing new products aimed at enhancing monitoring capabilities, with plans to enter additional markets in Europe and North America by late 2026. This strategic expansion seeks to leverage their technology's efficiency in optimizing wastewater treatment processes and biomanufacturing operations.