Intelligent, Scalable, and Precision-Driven Solutions for Tomorrow’s Industry
At UnMesh Labs, we fuse advanced simulation, robotics, AI-driven insights, and digital engineering into deployable solutions that solve real industrial challenges.
Our Core Solutions
From innovation to integrity, we deliver advanced industrial design and smart automation solutions that empower enterprises to evolve and achieve results.
01
CAE & Simulation
Harnessing advanced computational modeling to accelerate innovation.
Capabilities:
FEM, CFD, structural dynamics, thermal simulations, design automation, Forming simulations
Use Cases:
Validating complex systems, optimizing components, reducing prototyping costs.
Benefits / Impact:
Faster design cycles
Higher accuracy in performance prediction
Cost-efficient product development
02
Smart Robotics & IoT
Building intelligent machines and connected systems for real-time responsiveness.
Capabilities:
FEM, CFD, structural dynamics, thermal simulations, design automation.
Use Cases:
Adaptive manufacturing, autonomous workflows, factory automation.
Benefits / Impact:
Increased throughput
Seamless human-machine collaboration
Real-time monitoring and control
03
Predictive Maintenance
Preventing failures before they happen through data-driven insights.
Capabilities:
Smart sensing systems, condition monitoring, predictive diagnostics, AI algorithms.
Use Cases:
Industrial machinery, assembly lines, plant utilities.
Benefits / Impact:
Maximize uptime
Extend asset life
Reduce unplanned maintenance costs
04
Customized Industrial Design
From retrofitting to rapid prototyping, we design solutions tailored to your manufacturing needs.
Capabilities:
System retrofitting, product innovation, functional upgrades, prototyping, digital fabrication, Sheet metal forming tools design
Use Cases:
Extending legacy system life, conceptual-to-production workflows.
Benefits / Impact:
Seamless integration into existing setups
Faster prototyping of innovative ideas
Improved manufacturability and adaptability
Our Core Solutions
From innovation to integrity, we deliver advanced industrial design and smart automation solutions that empower enterprises to evolve and achieve results.
01
CAE & Simulation
Harnessing advanced computational modeling to accelerate innovation.
Capabilities:
FEM, CFD, structural dynamics, thermal simulations, design automation, Forming simulations
Use Cases:
Validating complex systems, optimizing components, reducing prototyping costs.
Benefits / Impact:
Faster design cycles
Higher accuracy in performance prediction
Cost-efficient product development
02
Smart Robotics & IoT
Building intelligent machines and connected systems for real-time responsiveness.
Capabilities:
FEM, CFD, structural dynamics, thermal simulations, design automation.
Use Cases:
Adaptive manufacturing, autonomous workflows, factory automation.
Benefits / Impact:
Increased throughput
Seamless human-machine collaboration
Real-time monitoring and control
03
Predictive Maintenance
Preventing failures before they happen through data-driven insights.
Capabilities:
Smart sensing systems, condition monitoring, predictive diagnostics, AI algorithms.
Use Cases:
Industrial machinery, assembly lines, plant utilities.
Benefits / Impact:
Maximize uptime
Extend asset life
Reduce unplanned maintenance costs
04
Customized Industrial Design
From retrofitting to rapid prototyping, we design solutions tailored to your manufacturing needs.
Capabilities:
System retrofitting, product innovation, functional upgrades, prototyping, digital fabrication, Sheet metal forming tools design
Use Cases:
Extending legacy system life, conceptual-to-production workflows.
Benefits / Impact:
Seamless integration into existing setups
Faster prototyping of innovative ideas
Improved manufacturability and adaptability
Our Core Solutions
From innovation to integrity, we deliver advanced industrial design and smart automation solutions that empower enterprises to evolve and achieve results.
01
CAE & Simulation
Harnessing advanced computational modeling to accelerate innovation.
Capabilities:
FEM, CFD, structural dynamics, thermal simulations, design automation, Forming simulations
Use Cases:
Validating complex systems, optimizing components, reducing prototyping costs.
Benefits / Impact:
Faster design cycles
Higher accuracy in performance prediction
Cost-efficient product development
02
Smart Robotics & IoT
Building intelligent machines and connected systems for real-time responsiveness.
Capabilities:
FEM, CFD, structural dynamics, thermal simulations, design automation.
Use Cases:
Adaptive manufacturing, autonomous workflows, factory automation.
Benefits / Impact:
Increased throughput
Seamless human-machine collaboration
Real-time monitoring and control
03
Predictive Maintenance
Preventing failures before they happen through data-driven insights.
Capabilities:
Smart sensing systems, condition monitoring, predictive diagnostics, AI algorithms.
Use Cases:
Industrial machinery, assembly lines, plant utilities.
Benefits / Impact:
Maximize uptime
Extend asset life
Reduce unplanned maintenance costs
04
Customized Industrial Design
From retrofitting to rapid prototyping, we design solutions tailored to your manufacturing needs.
Capabilities:
System retrofitting, product innovation, functional upgrades, prototyping, digital fabrication, Sheet metal forming tools design
Use Cases:
Extending legacy system life, conceptual-to-production workflows.
Benefits / Impact:
Seamless integration into existing setups
Faster prototyping of innovative ideas
Improved manufacturability and adaptability
Training Modules
Training Modules
Training Modules
CAE & Simulation:
FEM, CFD, multiscale modeling
CAE & Simulation:
FEM, CFD, multiscale modeling
CAE & Simulation:
FEM, CFD, multiscale modeling
Smart Robotics:
ROS, motion planning, embedded intelligence
Smart Robotics:
ROS, motion planning, embedded intelligence
Smart Robotics:
ROS, motion planning, embedded intelligence
IoT & Predictive Maintenance:
sensor integration, analytics
IoT & Predictive Maintenance:
sensor integration, analytics
IoT & Predictive Maintenance:
sensor integration, analytics
Industrial Design & Prototyping:
CAD, rapid prototyping, retrofits
Industrial Design & Prototyping:
CAD, rapid prototyping, retrofits
Industrial Design & Prototyping:
CAD, rapid prototyping, retrofits
Training Programs
Training Programs
Training Programs
We build not only systems but also people — enabling tomorrow’s workforce to master future technologies.
We build not only systems but also people — enabling tomorrow’s workforce to master future technologies.
Short-Term Training (1–2 Weeks)
Foundational crash modules
Short-Term Training (1–2 Weeks)
Foundational crash modules
Short-Term Training (1–2 Weeks)
Foundational crash modules
Certification Courses (4–8 Weeks)
Structured with projects, assessments, certification
Certification Courses (4–8 Weeks)
Structured with projects, assessments, certification
Certification Courses (4–8 Weeks)
Structured with projects, assessments, certification
Internships (4–12 Weeks)
Immersive exposure to live projects and research
Internships (4–12 Weeks)
Immersive exposure to live projects and research
Internships (4–12 Weeks)
Immersive exposure to live projects and research
R&D & Innovation
Our R&D engine connects frontier technologies to real-world applications — fueling co-innovation and commercialization.
Convergence Research
Convergence Research
AI, robotics, IoT, simulation integration.
AI, robotics, IoT, simulation integration.
Industry-Academia Co-Innovation
Partnering with universities/research labs.
Partnering with universities/research labs.
Technology Commercialization
From prototype to deployable system.
From prototype to deployable system.
