Industries & Use Cases
We boost the digital transformation of multiple industries with advanced AI and custom cloud solutions.
Smart Cities & Infrastructure
Traffic flow optimization, urban planning simulations, public safety & surveillance
Building intelligent urban ecosystems with connected systems.
- Traffic Flow Optimization — Real-time video analytics and adaptive traffic lights.
- Urban Planning Simulations — 3D modeling of energy, water, and waste systems.
- Public Safety & Surveillance — Vision AI for threat detection and crowd analytics.
- Citizen Digital Twins — Aggregated behavioral data for policy impact assessment.
Healthcare
Imaging AI, cardio & stroke triage, genomics & BioNLP, patient-facing agents
AI-driven healthcare requires ultra-reliable compute for life-critical decisions.
Substrate AI enables:
- Medical Imaging & Diagnostics — Support for AI-powered image segmentation, anomaly detection, and cross-modality fusion (MRI, CT, X-ray).
- Real-Time Triage Systems — Instant stroke, trauma, or cardiac event detection using edge-accelerated inference.
- Genomics & Drug Discovery — High-throughput sequencing, molecular modeling, and simulation pipelines running on GPU clusters.
- Clinical NLP & Patient Interaction — BioNLP for EHRs, summarization, and multilingual patient chatbots.
e-Government
Citizen chat & voice, document AI, policy analytics
Empowering digital governance through intelligent automation and citizen-centric engagement.
- Conversational Public Services — Secure AI chat and voice bots to streamline service requests and feedback.
- Intelligent Document Processing (IDP) — Extract, classify, and verify large document sets using OCR and NLP pipelines.
- Data-Driven Policy Analysis — Predictive analytics for budgeting, welfare distribution, and socio-economic planning.
Finance
Risk & research RAG, anomaly/fraud detection, GenAI for KYC
Designed for mission-critical financial environments where milliseconds matter.
- Real-Time Risk & Portfolio Modeling — Monte Carlo simulations and deep reinforcement learning for dynamic risk assessment.
- Anomaly & Fraud Detection — Streaming analytics with temporal graph neural networks.
- GenAI for KYC & Compliance — Automated entity verification, document extraction, and report generation.
Retail & e-Commerce
Personalization, demand forecasting, content generation
Personalize every customer’s journey through AI-driven insights and automation.
- Predictive Demand Forecasting — Real-time replenishment and logistics optimization.
- Content & Campaign Automation — Image, copy, and video generation for product catalogs and social campaigns.
- Customer Experience Engines — Recommendation systems powered by transformer-based models and session analytics.
Research & Education
LLM & vision labs, course sandboxes, GPU credits for grants
Democratizing access to advanced AI research and experimentation.
- LLM and CV Research Environments — Ready-to-run notebooks with pre-loaded datasets and frameworks.
- Interactive Learning Labs — GPU sandboxes for hands-on experimentation in AI, robotics, and simulations.
- Academic Grants & Cloud Credits — Affordable compute for universities and independent researchers.
Media, Entertainment & Remote Desktops
Multimodal generation, moderation, localization
Fueling the next generation of creative workflows and distributed teams.
- Multimodal Content Generation — Text-to-image, text-to-video, and voice synthesis for global audiences.
- Localization Pipelines — Automated dubbing, subtitling, and translation workflows.
- Remote GPU Workstations — High-performance virtual desktops for editors, animators, and engineers.
Gaming & Video Rendering
Real-time game streaming, render farms for cinematic assets, AI-Enhanced animation
Enabling ultra-realistic experiences powered by next-gen GPUs.
- Cloud Gaming Platforms — Real-time game streaming with <20 ms latency.
- Virtual Production Pipelines — Render farms for cinematic assets, 3D compositing, and simulation.
- AI-Enhanced Animation — Motion capture post-processing, frame interpolation, and style transfer.
Manufacturing
Predictive maintenance, computer vision for QA, digital twins & simulation
Enabling smart factories through edge AI, automation, and digital twins.
- Predictive Maintenance — Detect equipment failure before it happens with sensor fusion and ML anomaly detection.
- Computer Vision for QA — Automated defect detection using real-time vision inference at production lines.
- Digital Twins & Simulation — Model industrial processes for performance optimization and safety testing.
- Supply Chain Optimization — Reinforcement learning for production scheduling and logistics routing.
Energy & Sustainability
Satellite-based AI for deforestation, water usage, renewable site mapping
Powering the transition to a smarter, cleaner grid.
- Smart Grid Optimization — Real-time demand forecasting and adaptive energy distribution.
- Predictive Equipment Analytics — Monitor turbines, substations, and renewable plants using AI sensors.
- Climate & Carbon Modeling — Run complex simulations for emissions prediction and mitigation planning.
- Geospatial Intelligence — Satellite-based AI for deforestation, water usage, and renewable site mapping.
