Industries
Eight industries, dozens of operational deployments. Explore how Suite5 builds Data & AI systems that solve real problems in mission-critical sectors.
Smart, software-defined energy systems: forecasting, flexibility, data spaces and grid-supportive orchestration.
Accurate, timely forecasts from 15 minutes to 72 hours ahead, portfolio-wide to segment-specific — improving forecasting error by up to 50% against market thresholds, reducing imbalance charges and optimizing day-ahead positioning.
Rich descriptive analytics over historical demand: temporal patterns, evolution with new demand assets such as EVs, and correlation with wholesale price volatility and extraordinary events.
Agentic orchestration of forecasting, flexibility and grid management across TSOs, DSOs, aggregators and prosumers.
Agentic AI for predictive building energy operations and continuous optimisation.
AI-powered flexibility orchestration for energy communities that support the grid, and behavioural profiling for consumer-centric energy markets.
Predictive maintenance and asset intelligence for hydropower plants.
Flexibility services, market mechanisms and demand-response orchestration across distribution grids, storage and cross-sector assets.
Sovereign data sharing and intelligence orchestration connecting the energy value chain — from TSOs and DSOs to retailers and communities.
Data-driven deep renovation, building smartness upgrades and pay-for-performance energy services for the built environment.
Agentic and AI-driven intelligence for smart, adaptive and safe shop-floors.
Deep learning to anticipate market volatility, predict manufacturing capacity and enable long-term planning with "what-if" scenario testing.
Real-time optimisation of production flows via industrial Digital Twins and Deep Reinforcement Learning for breakdown tolerance and flexibility.
Anomaly detection preventing failures, downtime and waste, and a unified predictive-maintenance framework lifting Overall Equipment Effectiveness.
Insights and forecasts for material handling, part flow and operational orchestration across factory, line and workplace levels.
AI-assisted activity recognition for human-robot zones, real-time risk detection and a GenAI safety copilot for natural-language incident reasoning.
Trustworthy generative AI and agents for symbiotic machine set-up (Manufacturing-X) and AI/digital twins for circular, Industry-5.0 production.
Explainable AI that manufacturing teams can interrogate and trust — transparent decision support for planning, quality and operations.
Machine-verifiable Digital Product Passports for circular manufacturing — provenance, sustainability and compliance data travelling with the product across its lifecycle.
Industry 4.0 applications deployed over 5G network infrastructures — low-latency intelligence where production happens.
Turning vehicle and mobility data into safety, efficiency and risk intelligence.
Accurate departure and arrival predictions supporting pre-tactical planning, rolling tactical operations and post-operations analysis — improving on-time performance, resource allocation and passenger satisfaction.
An AI assistant transforming airport safety and incident data into actionable insights — including natural-language Q&A that drills into the data and explains the answers.
Short-term forecasts of baggage load, connecting-passenger flows and turnaround processes in 2-hour and 5-hour windows, for smoother, more cost-effective operations.
Real-time, explainable AI recommendations for arrival and departure sequences — keeping Air Traffic Controllers firmly in the loop while boosting runway throughput and reducing queuing.
Big-data value chains turning mobility and telematics data into actionable insurance risk insights.
Big-data frameworks and data brokerage connecting airlines, airports and the extended aviation ecosystem for shared intelligence.
Trust and security for connected, cooperative and automated mobility across the vehicle-to-cloud continuum.
Security engineered into data and AI systems — from threat intelligence to attestation, for infrastructures attackers consider targets.
Explainable-AI threat detection with cross-layer event correlation and SIEM-based alarms — bridging rule-based detection with untapped machine-learning potential for faster reaction and fewer blind spots.
Runtime assurance, remote attestation and verification for systems-of-systems on the factory floor.
Security engineered into digital supply chains from design onward — provenance, attestation and integrity across partners.
Protecting energy grids as complex cyber-physical systems — detection, response and resilient operation under evolving threats.
Device attestation, security lifecycle management and risk quantification that make IoT ecosystems insurable.
Human-centric, secure-by-design architectures for 6G and next-generation networks.
Data, AI and energy intelligence for the European defence ecosystem — built within EDF collaborative research.
Energy and environment intelligence for defence platforms and deployable infrastructure — monitoring, management and resilience in the field.
Data normalisation, semantic interoperability and AI analytics that connect individual system twins into a coherent lifecycle view.
Agentic coordination, AI-guided care and privacy-preserving analysis of sensitive health data.
AI and big-data analytics guiding post-treatment care for colorectal cancer and AML survivors.
Privacy-preserving sharing and analysis across hospitals, healthcare practitioners and insurance companies.
Adaptive AI for early detection and monitoring of diseases.
Trust management and security for connected medical devices — from attestation to safe operation in clinical environments.
Precision agriculture, livestock and aquaculture, plus climate-risk intelligence, powered by secure big data.
Secure, HPC-enabled big-data analytics for precision crop farming and livestock management.
Data-driven monitoring and optimisation for aquaculture operations and biodiversity protection.
Agentic climate-risk intelligence (heat-stress and air-quality) for the Mediterranean area.
Combining agriculture with renewable energy — agrivoltaics and on-farm energy intelligence for resilient, dual-value land use.
Compliance for the AI era — automated, expert-approved, and provable. AI Act, GDPR and Data Act readiness engineered into your data and AI operations.
Compliance checks configured once and running continuously across data and AI pipelines — every step verified, every decision recorded, nothing chased manually.
Automated assessment does the heavy lifting, while legal and compliance experts review and approve every result before it counts.
Every assessment, update and issue recorded in a tamper-proof passport for each dataset and model — audit-ready evidence, available the moment someone asks.
The compliance status of any dataset or model at a glance, in plain language: what passed, what didn’t, why it matters, and what to fix next.
AI for societal benefit and knowledge: protecting the vulnerable, empowering citizens and accelerating research.
Collective-awareness platforms and analytics accelerating the search for missing children, including unaccompanied migrant and refugee minors.
Automated language tools enabling political participation across cultural and linguistic groups.
Data-driven tools for the urban climate-neutral transition — supporting cities and citizens through Europe’s Cities Mission.
Seamless, privacy-preserving digital identity connecting citizens with government services across borders.
Every deployment starts with a conversation about your data, your operations and your goals.