About Us
The Line Group Ltd is an independent research and development company working at the intersection of EEG, signal integrity, adaptive AI, neuromodulation, and cognitive security.
We don’t just walk the line—we bend it, break it, and reforge it, engineering new paradigms that challenge conventional limits.
Our R&D base combines implemented developmental software, longitudinal experimental datasets, technical analysis, and future-capability architectures. Current assets include the ARGUS signal-integrity framework, the TARAN reconstruction prototype, and the multidimensional Spectral Suite.
Together, these systems support locally controlled processing while advancing towards real-time, closed-loop brain–computer interfaces and co-adaptive human–machine systems. The objective is measured interaction: validated neural, behavioural, and task-state signals shape machine response, while feedback is evaluated against performance, uncertainty, human agency, and safe fallback.
Core capabilities include:
- EEG acquisition, signal-quality validation, and multiscale analysis
- Adaptive reconstruction and longitudinal time-series modelling
- Offline-first BCI and human–AI decision-augmentation research
- Controlled neuromodulation and cognitive-state measurement
- Cognitive security, influence, and behavioural-systems analysis
Our programmes connect three engineering layers:
- Signal: immutable inputs, integrity evidence, and feature provenance
- State: temporal dynamics, uncertainty, and context-aware modelling
- Action: bounded intervention, adaptive support, and auditable control
Applications span Defence-relevant decision support, resilient human–machine teaming, frontier neurotechnology, and cross-domain time-series research. We distinguish implemented assets from development objectives and design validation, governance, privacy, and human agency into the architecture from the outset.
Each project we undertake is both a probe and a blueprint—mapping the evolving architecture of mind–machine systems.
We welcome research partnerships, independent technical validation, and joint programme development.
Signal first. Evidence before action.
We do not follow trends.
We tune to signal.
Research and Development Projects
External Infrastructure
Director & Research Lead
