Applied AI & Machine Learning
From fundamentals through to NLP, analytics and putting models into production safely.
Artificial Intelligence · Robotics · Frontier Deeptech
Markovian Systems researches, develops and deploys cutting-edge artificial intelligence, robotics and frontier deeptech — and delivers the advanced technical education that lets global industries run it themselves.
What we do
Software, hardware, infrastructure, research and training are not separate businesses here. They are the stages a deeptech system passes through on its way from a question to a machine that earns its keep.
Researching, designing, developing and implementing deeptech software: artificial intelligence, machine learning, natural language processing, data analytics, and advanced robotic operating systems built to run in production rather than in a notebook.
Designing, manufacturing, assembling and deploying robotics hardware, autonomous systems, drones and computer vision architectures — integrated with intelligent software, predictive modelling and frontier engineering so the physical and the digital behave as one system.
Building, testing and deploying AI-driven SaaS products, robotics-as-a-service models, APIs and cloud-to-edge infrastructure, tailored to industrial, commercial and scientific workloads and the latency each one demands.
Cutting-edge research across frontier deeptech domains, pursued in collaboration with corporate houses, research institutions, universities and startups worldwide — where the hard problems are still open.
Training programmes, professional certifications and courses in artificial intelligence, robotics implementation and deeptech engineering, for students, working professionals and corporate teams.
How it fits together
Every layer we build feeds the one below it and learns from the one above. Telemetry from the field retrains the models; the models reshape what the hardware is capable of next.
Cloud
Model training and evaluation, data pipelines, multi-tenant AI products and the APIs that expose them.
Edge
Computer vision and on-device inference running next to the process, not a continent away from it.
Machine
Robotic operating systems, autonomous platforms and smart automation deployed into real environments.
Feedback
Field data returns to the cloud as predictive models, closing the loop the whole system is built around.
Research & collaboration
Frontier work does not happen in isolation. We run joint research across deeptech domains with partners who bring their own problems, data and constraints — and we publish, prototype and productise what comes out of it.
Propose a collaborationApplied R&D against live industrial constraints.
Long-horizon programmes in frontier domains.
Joint supervision, lab partnerships and talent pipelines.
Deep technical capacity for teams moving quickly.
Education & training
We establish and run training programmes, professional certifications and courses — taught by the engineers who build the systems, not by a separate content department.
From fundamentals through to NLP, analytics and putting models into production safely.
Robotic operating systems, computer vision and autonomous platforms, taught on real hardware.
Systems thinking across cloud, edge and machine for teams building frontier technology.
Get in touch
Whether it is a research question, a robot that needs to ship, a platform that needs to scale, or a team that needs to be trained — start with the problem and we will tell you honestly whether we are the right people for it.