Scientifically validated
Methods are published in leading peer-reviewed journals, ensuring an unmatched level of technical authority.
02. Research & Development
Through ai:LAB, Advanced Invasives bridges the gap between academic rigour and commercial efficiency.
By replacing anecdotal quick fixes with data-driven results, we provide global leaders, government bodies, and land managers with the certainty required to manage invasive species effectively and sustainably.

Our foundation is built on Dr Daniel Jones’s doctoral research at Swansea University, including the world’s largest and longest-running field trial on Japanese Knotweed management and restoration.
The ai:LAB Advantage
Our Research Capacity
R&D in Action
Jones et al. 2018
Testing 19 management methods identified the definitive Four-Stage Model and influenced the Law Society TA6 Form and Network Rail management across thousands of kilometres.
Hocking et al. 2023
A Nature Scientific Reports LCA showed precision-applied herbicides can be more environmentally sustainable than material-heavy physical alternatives.
Life Cycle Analysis proved precision-applied glyphosate was 65 times more water-efficient and 63 times more fuel-efficient than hot foam.
Independent whole-plant validation provides academic-grade data for clients launching novel technologies in Europe and North America.
High-precision testing evaluates new products, experimental herbicides, and spray additives using health indices and rhizome viability analysis.
Land management decisions based on proven results rather than guesswork.

Stay ahead of evolving legislation and plant biology across complex technical and environmental landscapes.

Research has de-risked blighted properties by giving mortgage lenders certainty about long-term outcomes.