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AI integration services for robotics
At Chaarpi Innovations, we provide complete AI integration services for robotics — covering every stage from concept to deployment. Our solutions ensure robots are not only functional, but also intelligent, adaptive, and reliable.
Our AI in Robotics workflow includes:
Perception & Sensing → Sensor fusion (LiDAR, cameras, IMUs), computer vision, SLAM, and real-time environment mapping.
Data Processing & Learning → Dataset preparation, deep learning model training, reinforcement learning for adaptive robot behavior.
Decision-Making & Control → AI-driven motion planning, predictive control, collision avoidance, human–robot interaction.
Simulation & Virtual Training → Training AI models in Isaac Sim, Gazebo, or Webots; digital twin development; scenario-based testing.
Deployment & Integration → ROS2 framework integration, AI deployment on edge devices (Jetson, Raspberry Pi), real-time optimization.
Validation & Optimization → Safety checks, performance benchmarking, continuous learning pipelines for deployed robots.
Applications → Autonomous mobile robots, robotic manipulators, drones, inspection & service robots.
Comprehensive Design Consulting
At Chaarpi Innovations, we provide complete mechanical design consulting services — guiding your project from concept to finished product. Our approach ensures every stage of the design cycle is optimized for performance, reliability, and cost-effectiveness.
Our design workflow includes:
Concept Development & Brainstorming → Idea generation, requirements gathering, functional analysis.
Preliminary Design → Hand sketches, feasibility studies, CAD mock-ups, basic calculations.
Detailed 3D CAD Modeling → Precise part and assembly modeling (SolidWorks, Fusion 360, CATIA).
Material Selection & DFM (Design for Manufacturing) → Choosing best alloys, polymers, composites with practical manufacturability.
Tolerance Analysis & GD&T → Dimensioning, fits, tolerances, standards compliance (ISO, ASME).
Finite Element Analysis (FEA) → Stress, fatigue, vibration, and thermal validation of components.
Fluid Mechanics & CFD Simulations → Aerodynamics, flow analysis, heat transfer, and multiphysics simulations to optimize real-world performance.
Prototype Development → 3D printing, machining, or rapid prototyping for concept validation.
Testing & Verification → Functional testing, load trials, durability checks.
Documentation & Drawings → Engineering drawings, BOM (Bill of Materials), and technical reports.
Final Optimization → Cost, weight, performance, and manufacturability improvements.




At Chaarpi Innovations, we specialize in building and optimizing robotic systems using the ROS 2 (Robot Operating System 2) framework. Our consulting covers the full stack — from setting up ROS 2 environments to fine-tuning performance for real-world deployment.
Our ROS 2 expertise includes:
Framework Setup & Integration → Installing and configuring ROS 2 distributions, integrating sensors, actuators, and control systems.
Custom Nodes & Packages → Developing tailored nodes for perception, navigation, manipulation, and communication.
Middleware & Communication → DDS configuration, real-time messaging, and QoS tuning for reliable multi-robot communication.
Simulation & Testing → ROS 2 integration with Gazebo, Webots, and Isaac Sim for rapid prototyping and validation.
Control & Navigation → Implementing path planning, SLAM, obstacle avoidance, and multi-robot coordination using ROS 2 libraries.
Optimization → Improving latency, CPU/GPU utilization, and resource efficiency; tuning algorithms for embedded devices (Jetson, Raspberry Pi).
Deployment → Cross-platform builds, containerization (Docker), and ROS 2 deployment on real robotic hardware.
Support & Maintenance → Continuous updates, troubleshooting, and long-term support for production-ready systems.
ROS 2 Framework & Optimization
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