Applied AI and Earth observation – from research to operations
Insight from Earth and space data
Liminal Scientific is an Irish consulting company specialising in applied AI, Earth observation and data-intensive systems.
We combine deep scientific credentials with proven project delivery, backed by an international team with experience across space agency, government and industry programmes.
Who we work with
What we do
Deep learning, explainable AI, edge ML, multi-agent AI systemsAI & Machine Learning
Satellite mapping, maritime surveillance, environmental monitoringEarth Observation & Remote Sensing
Large-scale scientific datasets, anomaly detection, statistical modellingData Science & Signal Processing
Python, scientific toolkits, cloud pipelines, offline-first field systemsSoftware Development
Design and delivery of accelerated research programmesResearch Programme Leadership
Successful track record with ESA, UKSA, Innovate UK, AWS, and research councilsGrant Writing & Funding
Featured Projects
Maritime Domain Awareness
Marine Vessel Risk: ESA-funded vessel transparency index and GPS jamming detection for maritime situational awareness.
Construction Digitisation
GroundSite: AI-driven spatial-temporal test orchestration for earthworks quality assurance with major UK firms.
Immersive Tourism
SpaceDome: ESA-funded voice-interactive Earth observation experience for planetariums and VR.