Your factory generates more data than your teams can act on. Hexaware's AI-led smart factory solutions bring intelligence into every layer of your ecosystem, from the edge of the shop floor to the top-floor dashboards your leadership relies on, proven across manufacturing, high-tech, and life sciences environments. We help operations teams close the gap between what their equipment knows and what their business needs to act on.

Combine factory AI models, AI agents, edge intelligence, and IT-OT digital convergence to unlock real-time insights and achieve 30–50% savings across the manufacturing value chain.

50%

Cost Savings

Factory AI Solutions for Smart Manufacturing

Enabling shop floor automation and AI in factory operations

AI in Factory App Development

Building custom software for manufacturing environments is different from building software anywhere else. Processes are complex, tolerances are tight, and the cost of getting it wrong is measured in production hours. We bring AI into the development lifecycle itself, using intelligent agents to accelerate the design, build, and deployment of factory applications including MES, so teams spend less time on documentation and rework and more time on outcomes that move the line.

Legacy Factory Apps Modernization

Most factories are not running on clean, modern systems. They are running on applications that have been patched, extended, and worked around for years because replacing them felt too risky. Our platforms Amaze® and RapidX® are purpose-built to change that equation, delivering up to 10x faster Manufacturing Execution Systems (MES) modernization without discarding the manufacturing logic your operations depend on. You get modern, scalable systems without starting over.

Connecting Your IT and OT Worlds

The gap between your IT infrastructure and your operational technology is not just a technical inconvenience. It is one of the most persistent barriers to scaling AI in manufacturing. Your business systems speak REST and JSON. Your shop floor speaks Modbus, PROFINET, Siemens S7, OPC UA, and EtherNet/IP. Historically, bridging that gap meant building brittle, expensive custom integrations for every piece of equipment. Our Model Context Protocol gateway creates a single interface across all of it, so when you change equipment, your AI layer does not need to change with it.

Connecting Your IT and OT Worlds

The gap between your IT infrastructure and your operational technology is not just a technical inconvenience. It is one of the most persistent barriers to scaling AI in manufacturing. Your business systems speak REST and JSON. Your shop floor speaks Modbus, PROFINET, Siemens S7, OPC UA, and EtherNet/IP. Historically, bridging that gap meant building brittle, expensive custom integrations for every piece of equipment. Our Model Context Protocol gateway creates a single interface across all of it, so when you change equipment, your AI layer does not need to change with it.

Digital Twin-Enabled Decision Making

Before an AI recommendation reaches a production line, it should be tested somewhere that is not the production line. Our Digital Twin capability gives every AI insight a proving ground, a live digital replica of your factory environment where outcomes can be validated before operators act on them. Beyond day-to-day decisions, Digital Twins also give your planning teams a place to model what-if scenarios, whether that means a new product configuration, a supplier change, or responding to shifting tariff and trade conditions.

Factory Apps Managed Services

Running a factory means something is always breaking, and the team responsible for keeping applications running is usually stretched thin. Our AI-led managed services, powered by Tensai®, put intelligent agents to work on first-line issue resolution, catching problems before they affect production and handling routine support tasks so your people can focus on what needs human judgment.

Factory Adoption & Change Management

The most sophisticated AI system in the world does not create value for the shop floor workers and technicians. We treat adoption as part of the engagement, not an afterthought. Our structured ROI value framework gives manufacturing teams a clear line of sight from new tools to real outcomes, making it easier to build confidence, demonstrate value, and sustain momentum across the transformation.

Factory AI Impact Areas

Driving measurable manufacturing outcomes

Cost & Efficiency

Reduce waste, avoid costs, and improve resource utilization across production through smarter planning and process control.

Quality & Defects

Catch defects at the source, not at the end of the line, with real-time detection and smart sampling.

Yield Optimization

Optimize wafer yield and production performance with better process control and real-time manufacturing intelligence.

Cycle Time

Get clear visibility into where production time is being lost and make velocity improvements backed by evidence.

Workforce Impact

Put the right information in front of the right person at the right moment, on the shop floor or in the control room.

Operations & Energy

Move from reactive to predictive across root cause analysis, OEE, and energy management before issues become events.

AI-Native Engagement Models

Non-linear delivery models powered by AI for scalable manufacturing outcomes

AI-native Pods

AI-native Pods

Engage in non-linear models with AI-native PODs where engineers, augmented by autonomous agents, scale output exponentially. Achieve more output without adding more headcount across our factory AI solutions.

Autonomous Delivery

Autonomous Delivery

AI agents autonomously develop, test, and deploy code in factory apps. Accelerate delivery, reduce manual effort, and ensure consistent execution across manufacturing applications.

Outcome-based Pricing

Outcome-based Pricing

Move beyond effort-based models with pricing aligned to value. Pay per feature, per deployment, or per business outcome, ensuring measurable ROI and greater flexibility in scaling our smart factory AI solutions.

The Hexaware Advantage for Smart Factories

Every engagement is backed by an organization built around AI-first delivery. From factory applications to broader manufacturing software, we embed AI across the entire development lifecycle, so the intelligence in your systems starts with how they are built.

Our layered architecture means you can deploy in one area of the factory and expand without rebuilding. Each capability is composable and independent.

We design AI systems to be protocol-agnostic from the ground up. Swapping out equipment or adding new machinery does not require rebuilding your intelligence layer.

Every AI recommendation is validated against a Digital Twin of your factory before it influences a real decision. Operators act on insights that have already been proven in a safe environment.

Speed does not mean autonomy. Human-in-the-loop approvals give your teams the ability to review, approve, or override AI recommendations with a single action, keeping people in authority over the process.

Auditability is not optional in manufacturing. Our governance plane wraps every level of the architecture, so every decision, recommendation, and action is traceable.

Our Industry Foundation Model brings pre-built manufacturing intelligence into your environment immediately. You do not need years of data collection before the system starts delivering insight.

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