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Solutions

AI, Robotics and CAD products and solutions — including named AI products such as VisionSense camera intelligence, hydrogen PEMFC fabrication, and AI-Powered Energy Intelligence for buildings and industries — for Energy, Manufacturing, Healthcare, Banking & Insurance, and Medical.

VisionSense AI camera intelligence for industrial monitoring
Our expertise

Four Core Capabilities. One Trusted Technology Partner.

We bring together AI Solutions, CAD Engineering Services, Robotics, and Product Fabrication under one integrated practice—delivering secure, scalable, and production-ready solutions for regulated industries and industrial enterprises.

AI Solutions

AI Solutions

Intelligent Products & Enterprise AutomationDesign and deploy AI-powered applications, Agentic AI systems, custom LLMs, RAG and multi-agent platforms, conversational AI, WhatsApp chatbots, voice AI agents, computer vision, predictive analytics, enterprise dashboards, and API-integrated automation solutions that transform business operations.

CAD Engineering Services

CAD Engineering Services

Precision Design & EngineeringDeliver end-to-end CAD engineering services for manufacturing, energy, automotive, and aerospace industries, including 2D drafting, 3D modeling, product design, detailing, GD&T, BOM generation, reverse engineering, simulation support, and production-ready engineering documentation.

Robotics and Intelligent Systems

Robotics & Intelligent Systems

Smart Automation & Connected SystemsDevelop robotics applications, intelligent control systems, IoT-enabled devices, autonomous workflows, machine vision, sensor integration, embedded software, and industrial automation solutions for research laboratories, manufacturing facilities, and enterprise environments.

Product Fabrication

Product Fabrication

PEMFC & Energy HardwareOrder-ready hydrogen PEMFC components and systems — catalysts, GDL / GDE, MEA / CCM, hardware, stacks, education kits and electrolyzer themes..

Named product · Camera intelligence

VisionSense — AI-Powered Camera Intelligence

Real-time detection, monitoring and analytics from camera feeds — quality inspection, safety awareness and operational visibility for manufacturing plants, warehouses and facilities.

VisionSense AI camera intelligence for industrial monitoring and inspection

VisionSense

See more. Detect earlier. Act with evidence.

Deploy camera intelligence alongside Robotics and CAD programmes — edge-ready detection for defects, PPE, zone intrusion and scene events, with operator review workflows and alert channels your teams can trust.

Detection & trackingObjects, defects, PPE and scene events with configurable thresholds
Quality loopsInspection evidence and rework signals for plant teams
Safety monitoringZone intrusion and hazard themes with escalation pathways
Robotics adjacencyPairs with Labs vision cells, IoT and industrial automation
Product Fabrication · Energy flagship

Proton Exchange Membrane Fuel Cell (PEMFC) Systems

Rasa.AI Labs fabricates and delivers hydrogen PEMFC components, stacks and education / industrial kits as first-party products — with CAD engineering, systems integration and optional AI-assisted characterisation under one delivery ownership.

Catalyst and MEA materials
Catalyst & MEA
Hardware and stacks
Hardware & stacks
Education and industrial kits
Kits
AI-assisted monitoring
Monitoring

A Proton Exchange Membrane Fuel Cell converts hydrogen and oxygen into electricity, heat and water through an electrochemical reaction. Our product pathway covers the core of that stack — from catalyst and membrane electrode assemblies through sealed hardware, prototype stacks and kits for research, education and industrial evaluation — framed as Rasa.AI Labs / JKV fabrication offerings, not a third-party brand catalogue.

Components

Membrane electrode assemblies & materials

  • Fuel cell catalyst — platinum catalyst pathways for PEMFC electrodes and membrane assemblies
  • Catalyst ink — electrocatalyst ink preparation for electrode and CCM builds
  • Gas diffusion layer (GDL) — PTFE-treated GDL for mechanical stability and gas transport
  • Gas diffusion electrode (GDE) — electrodes for electrochemical and PEMFC applications
  • Membrane electrode assembly (MEA) — core PEMFC component integrating membrane and electrodes
  • Catalyst-coated membrane (CCM) — catalyst coated directly on the membrane for compact builds
  • Micro-porous layer ink — carbon ink pathways supporting GDL / electrode performance

Systems

Hardware, stacks & integration

  • Fuel cell hardware — sealed PEMFC hardware where hydrogen is oxidised at the anode and oxygen reduced at the cathode
  • Fuel cell stack — prototype and customer-scoped stack assembly for evaluation and R&D
  • Systems integration — balance-of-plant alignment, packaging and delivery packaging for lab or pilot use
  • Water electrolyzer themes — hydrogen / oxygen production practice adjacent to PEMFC programmes
  • AI-assisted monitoring — characterisation, performance logging and monitoring options alongside fabricated assemblies

Kits & programmes

Educational & industrial kits

  • Education kits — teaching and demonstration PEMFC kits for colleges and training centres
  • Industrial / R&D kits — evaluation packs for industry labs and applied research teams
  • Order pathway — enquire with duty cycle, power class and kit vs component scope; we recommend the right build path
  • Lab adjacency — authorised component study and stack characterisation access via JKV Research lab programmes

Who this is for

Energy programmes, mobility and hydrogen evaluation teams, manufacturing R&D, college engineering departments, and industrial partners who need order-ready PEMFC components or kits with clear delivery ownership from Rasa.AI Labs.

Energy flagship · AI products

AI-Powered Energy Intelligence for Buildings & Industries

Connected by IoT. Driven by AI. Built for Net Zero — a first-party Rasa.AI Labs product practice that turns facility and industrial energy data into monitored decisions, verified efficiency and carbon outcomes.

Building energy intelligence
Building intelligence
Industrial energy optimisation
Industrial optimisation
AI energy analytics
AI analytics
Industries served by energy intelligence
Who it serves

We connect existing meters, sensors and building / plant systems into an AI intelligence layer — so operations teams see where energy is wasted, act on recommendations, and track savings without replacing every asset. Hydrogen PEMFC products, solar and wind pathways sit alongside this software practice under the Energy flagship.

Buildings

Building energy intelligence

  • Commercial buildings, campuses, hospitals, academic estates and multi-facility portfolios
  • HVAC and chiller-oriented visibility — load patterns, staging insight and efficiency KPIs
  • Utility coverage themes — electrical energy, and where scoped water / diesel generator tracking
  • Actionable dashboards for facility managers — alerts, drill-down analytics and automated reporting

Industry

Industrial energy optimisation

  • Manufacturing plants, process lines, warehouses and logistics hubs
  • Equipment-level diagnostics themes for chillers, compressors, boilers, pumps and high-load assets
  • OEM-agnostic, retrofit-friendly integration with existing BMS / SCADA / meter landscapes
  • Production-aware energy insight so optimisation respects plant schedules and quality constraints

Intelligence

AI monitoring, analytics & outcomes

  • Real-time and near-real-time monitoring from IoT gateways and meter fleets
  • Predictive analytics — anomaly detection, efficiency drift and maintenance-oriented signals
  • Recommendation workflows and operator alerts (email / messaging channels as scoped)
  • Efficiency & carbon outcomes — tracked kWh, cost and CO₂-oriented reporting for Net Zero programmes

How it works

  1. Connect — integrate meters, sensors and existing control systems without a rip-and-replace mandate
  2. Model — build a living view of energy assets and operating baselines
  3. Analyse — AI surfaces waste, load mismatch and optimisation opportunities
  4. Act — recommendations and optional control workflows drive persistent operational improvement
  5. Verify — dashboards and reports show efficiency and carbon progress over time

Who this is for

Energy (flagship), Manufacturing, Healthcare campuses and hospitals, Banking & Insurance facility portfolios, and Medical / institutional estates that need accountable energy intelligence — not one-off audits alone.

CAD Engineering Services

Precision design & engineering support

Professional CAD engineering for manufacturing, energy, automotive, and aerospace teams. Deliverables are engineering drawings and models that production, quality, and design teams can use immediately.

CAD engineering workstation with 2D drawings and 3D assemblies

CAD Engineering

Production-ready drawings and models — not concept sketches alone

From 2D detailing and 3D assemblies to GD&T, BOM and aerospace packs, our CAD practice delivers documentation shop-floor and quality teams can execute.

2D drafting and detailing

2D drafting & detailing

Part drawings, layouts, revisions, and production-ready documentation for manufacturing release.

3D modeling and assemblies

3D modeling & assemblies

Concept models, assembly structures, interference checks, and view packages for design and production teams.

GD and T BOM and standards

GD&T, BOM & standards

Tolerancing, bill of materials, and drawing standards that survive shop-floor and quality review.

Aerospace and manufacturing packs

Aerospace & manufacturing packs

High-assurance documentation packs for plant, product, and aerospace programmes.

Conversion and cleanup

Conversion & cleanup

Legacy drawing conversion, redraws, and clean model/drawing handoff for downstream teams.

CAD and AI workflows

CAD + AI workflows

Documentation assistants and process automation around engineering data and revision loops.

Robotics & Intelligent Systems

Smart automation for plants, labs and facilities

Robotics applications, intelligent control, IoT-enabled devices, machine vision and autonomous workflows — delivered alongside VisionSense camera intelligence and CAD engineering for production-ready cells.

Robotics and intelligent automation for industrial operations

Robotics

From vision cells to connected plant workflows

We design and integrate robotics and intelligent systems that reduce manual load, improve inspection consistency and feed operational AI — with clear ownership from cell design through deployment.

Vision cells and inspection

Vision cells & inspection

Machine-vision stations for defect detection, gauging and traceability — paired with VisionSense analytics where camera fleets need continuous monitoring.

IoT and sensor integration

IoT & sensor integration

Gateways, sensors and edge connectivity that feed control loops, dashboards and AI models without rip-and-replace mandates.

Autonomous workflows

Autonomous workflows

Task sequencing, exception handling and operator-assist patterns that keep cells productive across shifts.

Embedded and control software

Embedded & control software

Control software, PLC/edge interfaces and safety-aware orchestration tailored to your cell and plant constraints.

Digital twins

Digital twins & simulation

Virtual commissioning themes, what-if scenarios and performance models that de-risk physical deployment.

Robotics and AI adjacency

Robotics + AI adjacency

Connect cells to conversational ops assistants, VisionSense alerts and energy / warehouse intelligence where the plant needs a single operating picture.

Industries

Industries We Serve

Healthcare and Life Sciences

Healthcare & Life Sciences

AI-powered patient engagement, clinical workflow automation, revenue cycle management, medical billing, claims processing, provider credentialing, and verification of benefits (VOB).

Banking and Insurance

Banking & Insurance

Secure AI solutions for customer service, policy management, claims processing, underwriting support, fraud detection, risk operations, and CRM-integrated enterprise workflows.

Energy

Energy

Flagship vertical — AI-Powered Energy Intelligence for buildings & industries; PEMFC products and kits; solar and wind pathways.

Manufacturing

Manufacturing

Smart manufacturing with VisionSense camera intelligence, AI automation, CAD engineering, robotics integration, quality inspection, and Industry 4.0 process optimization.

Aerospace

Aerospace

Precision CAD engineering, AI-assisted documentation, digital engineering, robotics integration, and compliance-ready solutions for aerospace programs.

Industrial and Enterprise

Industrial & Enterprise

Enterprise AI, Agentic AI, intelligent automation, system integration, engineering services, and workflow orchestration for digital transformation.

AI solutions

AI Solutions We Deliver

Complementing our CAD Engineering and Robotics practices with enterprise-grade AI solutions designed for regulated industries and industrial enterprises.

Conversational AI and WhatsApp Automation

Conversational AI & WhatsApp Automation

Deploy intelligent WhatsApp assistants and conversational AI to automate customer engagement, lead qualification, service requests, notifications, and business workflows through secure, enterprise-grade messaging platforms.

Voice AI Agents

Voice AI Agents

Build AI-powered voice agents for inbound and outbound customer interactions, appointment scheduling, help desks, sales, collections, and support—powered by advanced speech recognition and natural language understanding.

Custom AI and Agentic AI Solutions

Custom AI & Agentic AI Solutions

Design domain-specific AI applications using custom LLMs, Retrieval-Augmented Generation (RAG), Agentic AI, multi-agent orchestration, knowledge assistants, and enterprise AI workflows tailored to your business.

VisionSense camera intelligence

VisionSense Camera Intelligence

AI-powered camera intelligence for real-time detection, monitoring and analytics — quality inspection, safety awareness and operational visibility across plants and facilities.

AI Observability and Monitoring

AI Observability & Monitoring

Monitor AI applications with real-time analytics, performance dashboards, model evaluation, usage insights, governance controls, and cost optimization to ensure reliable and scalable AI operations.

Enterprise Integration and Automation

Enterprise Integration & Automation

Integrate AI seamlessly with enterprise applications including CRM, ERP, HRMS, healthcare systems, financial platforms, and industrial software using secure APIs, event-driven architectures, and workflow automation.

AI Advisory and Digital Transformation

AI Advisory & Digital Transformation

Partner with our AI experts to define your enterprise AI strategy—from opportunity assessment and proof-of-concept development to solution architecture, governance, implementation, and organization-wide adoption.

Talk to Rasa.AI Labs about AI Solutions, CAD Engineering, Robotics, and Product Fabrication for critical industries.

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