- Services
- Industries
The next generation of intelligence isn’t in the cloud. It’s in systems that sense, reason, and act on the ground, alongside the people who rely on them.
GlobalLogic brings artificial intelligence to the edge, embedding smart decision-making into physical devices and systems so they can respond instantly, collaborate with people, and adapt to real-time conditions.
Let’s start engineering impact togetherTransform how your operations respond, adapt, and perform
Modern operations are under pressure from complexity, workforce gaps, and higher performance demands. Automation alone can’t keep up. GlobalLogic helps you embed intelligence directly into your physical systems to improve resilience, increase safety, and empower your teams. Equipment can self-diagnose and adjust in real time. Safety risks are identified early and addressed before they become incidents. Technicians work more efficiently with guidance systems that support faster, more accurate decisions. The result is greater autonomy, stronger outcomes, and a more agile way to run your operations.
Explore what ProActive Agents can unlock for your teams
Get in touch with our team and let’s see what a more resilient workforce and intelligent operations can do for your business.
0edge AI experts0years of industrial automation and AI0robotics and AI expertsBringing edge intelligence and enterprise coordination into a unified system
On-Device Intelligence for Fast, Trusted Action
AI runs at the source — on-edge and on-device, powered by edge computing that supports millisecond control and decision-making. It enables real-time control and autonomous decisions where timing, safety, and reliability are critical.
Near Edge Intelligence to Empower Human-Machine Collaboration
Equip your frontline teams with AI co-pilots that work alongside them, not instead of them. These intelligent agents digest manuals, standards, and sensor data to assist with diagnostics, maintenance, and system optimization. The result: faster repairs, better decisions, and a more resilient workforce.
Read our executive brief – Engineering the Agentic AI Fabric: A New Architecture for Enterprise Scale
Near edge intelligenceAI That Supports the People Behind Every Operation
Physical AI isn’t just about autonomy. Some of its most powerful impact happens near the edge, where real-time decision support meets frontline expertise. GlobalLogic develops intelligent maintenance agents that act as AI co-pilots, guiding field teams with fast, contextual recommendations.
Let’s explore where Physical AI can support your team
These agents process live sensor data, manuals, and compliance protocols to identify issues, suggest repairs, and optimize performance in the moment. Designed for seamless human-AI interaction, they enhance accuracy, reduce downtime, and extend asset life — while learning from every outcome through machine learning and AI models. When intelligence works with your people, not around them, operations get faster, safer, and smarter.
Pro-Active agents frameworkAI Co-Pilots Built for Mission-Critical Work
ProActive Agents is GlobalLogic’s accelerator for building intelligent co-pilots that support technicians across installation, maintenance, and repair. Designed for high-stakes environments, these agents deliver real-time, forward-looking guidance where precision matters most.
Let’s explore what ProActive Agents can unlock for your teams
These AI-powered systems combine sensor inputs, validated procedures, and reasoning engines to help teams act with speed and confidence—predicting failures, guiding actions, and reducing risk.
With embedded knowledge, training, and monitoring capabilities, ProActive Agents enhance safety, efficiency, and resilience through trusted human-AI interaction.
How we helpExplore how we deliver Physical AI with safety, speed, and scale
From strategic roadmap to real-world deployment, we combine advanced architecture, immersive simulation, and engineered control to help you activate intelligent systems — safely and at scale.
Contact us to learn moreWhat sets GlobalLogic apart in Physical AI
Intelligence That Closes the Loop
We engineer full-cycle systems that sense, reason, and act — from embedded edge control to human-guided AI co-pilots. It’s beyond autonomy; this is intelligence designed for safety, speed, and human-machine collaboration.
Proven in Production
With 40+ Physical AI deployments across robotics, energy, manufacturing, and healthcare, our solutions operate in the field, not just in PowerPoint. We bring deep experience in regulated and mission-critical environments.
Accelerated by Reusable AI Agents
Our Agentic AI framework includes pre-built, customizable agents for diagnostics, maintenance, and decision support to cut development time and boost ROI from day one.
Built for Safety, Oversight, and Trust
We embed governance, explainability, and human-in-the-loop controls from the start — guided by the Hitachi Reliable AI Framework — so your AI is not only powerful, but dependable and auditable.
Simulation-First, System-Ready
Before deployment, we test AI in high-fidelity digital twins, validating real-world performance safely and virtually. It’s how we de-risk complexity and ensure every decision is grounded in context.
Who we helpEngineering Real-World Intelligence Where It Matters Most
Physical AI enables systems to reason, decide, and act in real time — not in the cloud, but in the world. We help organizations embed trusted intelligence into complex environments, transforming physical operations into systems that adapt, coordinate, and improve over time.
Industrial & Energy
Turn embedded systems into intelligent agents that predict failures, optimize resources, and enable autonomous industrial operations at scale.
Learn MoreMobility & Transportation
Accelerate autonomous mobility and vehicle intelligence. We engineer the full stack, from real-time perception and control loops for autonomous driving to AI co-pilots that assist with maintenance, diagnostics, and fleet optimization.
Learn MoreHealthcare & MedTech
Improve clinical care with adaptive, regulated AI. We engineer PCCP-ready SaMD (Software as a Medical Device) capable of continuous improvement and AI-powered surgical suites that optimize human-AI teaming and patient safety.
Learn MoreTelecom & Network Infrastructure
Drive real-time orchestration across networks, networking infrastructure, and edge devices to build more autonomous systems and adaptive infrastructures.
Learn MoreFeatured insights
Explore fresh thinking from some of GlobalLogic’s top AI experts
See all:Blogs
Blogs
Blogs
FAQSYour questions about Physical AI – Answered
Still have questions? We’re here to help you explore and engineer what’s next.
-
How does Physical AI connect digital intelligence with real-world action?Physical AI bridges the gap between digital insights and physical execution. It starts with data—sensor streams from equipment, environments, or infrastructure. That data is processed into knowledge through predictive analytics, monitoring, and digital twin simulations. From there, intelligent systems extract insights and make decisions using AI models, causal reasoning, and knowledge management. Finally, those insights are turned into action—either by guiding human operators through virtual assistants or triggering autonomous responses through industrial robots and control systems.
-
What problems does Physical AI solve for industrial and operational leaders?Physical AI addresses the core execution gap between sensing and acting in complex physical environments — where latency, trust, and context matter. For industrial leaders facing aging infrastructure, high labor costs, skills attrition, and tightening ESG mandates, Physical AI enables systems to reason in real time, act autonomously at the edge, and continuously adapt to dynamic inputs.
Use cases include autonomous quality inspection, energy-optimized asset management, intelligent scheduling across fleets or facilities, and real-time decision support in surgical or field operations. These systems don’t just automate tasks — they create closed-loop intelligence that improves safety, resilience, and performance over time. -
What does Physical AI actually enable—and how does it fit into my operations?Physical AI closes the loop between data and action in the real world. It enables systems to sense their environment, reason through constraints, and take action—either autonomously or alongside human operators.
At GlobalLogic, we deliver two distinct layers of Physical AI:
- On-Device Intelligence powers real-time control for safety and autonomy, such as smart equipment that self-corrects or avoids failure.
- Near-Edge Intelligence acts as an AI co-pilot for engineers—offering guidance, diagnostics, and decision support to accelerate maintenance and response.
-
Is Physical AI safe and compliant for regulated environments?Absolutely. Physical AI is often deployed in high-stakes domains like healthcare, mobility, and energy, where system behavior must be explainable, reliable, governed, and observable. GlobalLogic’s physical AI experts build in compliance and safety by design with model validation in digital twins, embedded real-time guardrails, and traceable decision frameworks aligned to enterprise and regulatory standards.
-
What are real-world examples of Physical AI delivering results in production?Physical AI is already in production across industries like manufacturing, mobility, energy, and healthcare. These systems don’t just automate—they enhance how people and machines work together in complex environments.
Real-world applications include:
- AI-powered guidance for frontline workers, including generative AI interfaces that deliver adaptive instructions and diagnostics in real time, helping technicians diagnose issues, follow procedures, and make faster, more informed decisions
- Digital twin simulations used to test and validate system behavior, optimize resource use, and support strategic planning
- On-device control logic that reacts in milliseconds to keep operations safe and stable—even without cloud connectivity
- Real-time monitoring and adaptive systems that support process optimization while keeping operators in the loop
- Selective automation of repetitive or hazardous tasks, enabling humans to focus on higher-value work without increasing risk
-
How do we get started with Physical AI without overcommitting?We recommend starting small and smart. GlobalLogic works with your team to identify high-impact workflows where real-time intelligence can drive immediate results, such as predictive maintenance, safety response, or guided troubleshooting. From there, we co-engineer a tailored path forward using reusable components, built-in governance, and proven patterns that accelerate time-to-value. The result is practical, scalable deployment that builds confidence without adding complexity.
Get in touchLet’s start engineering impact together.
GlobalLogic provides unique experience and expertise at the intersection of data, design, and engineering.
How can I help you?
Hi there — how can I assist you today?
Explore our services, industries, career opportunities, and more.
- Industries
