Esha eSolutions bridges the gap between industrial complexity and digital intelligence — delivering consulting, analytics, and technology solutions for manufacturing, healthcare, and supply ecosystems.
Now Powered by Generative AI
The businesses that win tomorrow are the ones embedding AI into their operations today.
From intelligent automation and document processing to predictive decision-making and AI copilots — Esha eSolutions helps enterprises operationalize Gen AI across every function, safely and at scale.
Our Expertise
Five Domains. Digital Evangelist with Domain Knowledge
We specialize in the most technically demanding sectors where digital transformation yields the highest returns.
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Manufacturing Digital Consultancy
End-to-end digital transformation for manufacturers — from shop-floor to boardroom. Smart factories, process optimization, and Industry 4.0 roadmaps.
Explore →
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Medical Devices Regulatory
Navigating FDA, CE, MDR, and global regulatory frameworks with precision. Digital tools for compliance, submissions, and post-market surveillance.
Explore →
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Supply Chain Analytics
Transform your supply chain with real-time visibility, demand forecasting, and AI-driven optimization across every node.
Explore →
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Industrial IoT (IIoT)
Connect machines, assets, and people with industrial-grade IoT architectures. Predictive maintenance, OEE improvement, and edge intelligence.
Explore →
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Vision Analytics
Deploy computer vision and AI inspection systems on production lines and distribution hubs for zero-defect manufacturing and intelligent logistics.
Explore →
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Technology Services
Full-stack technology consulting — cloud architecture, data engineering, AI/ML platforms, application development, and digital infrastructure modernization.
Explore →
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Custom Engagements
Have a unique challenge? Our teams architect bespoke digital solutions tailored to your industry, scale, and ambition.
Talk to Us →
Why Esha eSolutions
Built for Industrial Complexity
ESHA
01
Deep Domain Expertise
Our consultants have worked inside factories, hospitals, and logistics networks — not just advised from the outside.
02
Technology-Agnostic Architecture
We architect solutions around your needs, not vendor relationships. Best-of-breed tools selected for your specific context.
03
Outcome-Driven Engagements
Every project is defined by measurable outcomes — cost reduction, throughput gains, compliance speed, or defect rates.
04
Global Delivery, Local Insight
Teams across India, APAC, and Europe with regulatory expertise spanning FDA, CE, CDSCO, and more.
Ready to transform your operations?
Schedule a discovery session with our team. No commitment, just clarity.
Home / Manufacturing Digital Consultancy
Manufacturing Digital Consultancy
From legacy automation to fully connected smart factories — we architect and deliver digital transformation for the world's most complex manufacturing environments.
Industry 4.0Smart FactoryOEE ImprovementDigital TwinMES Integration
The Challenge
Your Factory Floor Holds Untapped Intelligence
Modern manufacturers face mounting pressure: rising costs, volatile supply chains, quality demands, and a shrinking skilled workforce. The data to solve these problems exists — locked in PLCs, MES systems, and institutional knowledge that has never been digitized.
Esha eSolutions unlocks this potential. We don't just advise — we deploy, integrate, and operationalize digital capabilities that deliver measurable ROI within months, not years.
01
Digital Maturity Assessment
Deep-dive assessment across machines, people, processes, and data infrastructure to benchmark your current state and identify highest-ROI opportunities.
02
Industry 4.0 Roadmap Design
Custom, phased digital transformation roadmap aligned to your budget, workforce capabilities, and strategic priorities.
03
Technology Architecture & Integration
End-to-end system design: MES, SCADA, ERP integration, data lakes, edge computing, and dashboarding.
04
Deployment & Change Management
Hands-on implementation with operator training, change management, and hypercare support to ensure adoption.
Capabilities
What We Deliver
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Smart Factory Design
Architecture for fully connected, data-driven production environments with real-time monitoring and autonomous process adjustment.
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Digital Twin Implementation
Virtual replicas of production lines and assets for simulation, optimization, and predictive scenario modeling.
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Production Analytics
Real-time OEE dashboards, root cause analysis, SPC charting, and AI-powered anomaly detection at line level.
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Predictive Maintenance
Sensor-driven models that forecast equipment failures weeks in advance, reducing unplanned downtime by up to 70%.
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MES / ERP Integration
Seamless data flow between shop-floor systems and enterprise platforms — SAP, Oracle, Infor, and more.
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Process Automation (RPA + AI)
Intelligent automation of quality checks, production reporting, scheduling, and operator decision support.
Technology Stack
Siemens MindSphere
AWS IoT
Azure Digital Twins
OSIsoft PI
SAP ME / MII
Ignition SCADA
Grafana
Databricks
Python / PyTorch
MQTT / OPC-UA
Let's digitize your factory floor.
Talk to a manufacturing consultant today.
Home / Medical Devices Regulatory
Medical Devices Regulatory Consulting
End-to-end regulatory strategy, ISO 13485 QMS implementation, submission management, and compliance technology for medical device manufacturers navigating global markets.
FDA 510(k) / PMAEU MDRISO 13485:2016QMS Design & Implementation
Regulatory Landscape
Global Markets Demand Regulatory Excellence
The medical device regulatory landscape has never been more complex. EU MDR enforcement, FDA's digital health frameworks, and evolving CDSCO requirements demand a strategic, technology-enabled approach to compliance.
Esha eSolutions combines deep regulatory expertise with digital tools — turning compliance from a bottleneck into a competitive advantage that accelerates time-to-market.
01
Regulatory Strategy & Classification
Device classification, regulatory pathway selection, and market-specific submission strategy for FDA, EU, India, and APAC markets.
02
Technical Documentation (eTD / DHF)
Comprehensive technical files, Design History Files, and EU MDR-compliant documentation authored by regulatory specialists.
03
ISO 13485 QMS Design & Implementation
Gap assessment, QMS architecture, documented procedures, and full certification support — from first-time implementors to transition from legacy systems.
Quality Management System Design, Implementation & Certification
ISO 13485:2016 is the internationally recognised Quality Management System standard specifically designed for medical device manufacturers. A well-implemented QMS is not just a regulatory requirement — it is the operational backbone that ensures product safety, accelerates regulatory submissions, and protects your brand in global markets. Esha eSolutions provides end-to-end QMS services from design through certification and ongoing maintenance.
QMS Implementation Lifecycle
Phase 01
Gap Assessment
Detailed gap analysis of your current quality processes against ISO 13485:2016 requirements — identifying high-priority areas and building a remediation roadmap.
Phase 02
QMS Design & Documentation
Design the Quality Manual, SOPs, work instructions, forms, and records library aligned to ISO 13485 clause requirements and your specific product and process scope.
Phase 03
Implementation & Training
Roll out QMS processes across your organisation — staff training, process owner workshops, document control system setup, and embedding quality culture at all levels.
Phase 04
Internal Audit & Management Review
Structured internal audits across all QMS clauses, CAPA management for findings, and facilitated management review meetings to demonstrate top-level commitment.
Phase 05
Certification Audit Support
Stage 1 and Stage 2 audit preparation, Notified Body or certification body liaison, real-time support during audit execution, and non-conformance resolution.
ISO 13485:2016 — Key Clauses We Implement
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Clause 4 — Quality Management System
Quality Manual, document control, records management, and QMS scope definition. Establishing the framework and documentation hierarchy that underpins the entire system.
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Clause 5 — Management Responsibility
Quality policy, objectives, management review processes, and top management commitment documentation — ensuring leadership accountability is embedded in the QMS.
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Clause 6 — Resource Management
Competency frameworks, training records, infrastructure qualification, and work environment controls — ensuring the human and physical resources supporting quality are managed.
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Clause 7 — Product Realisation
Design & development controls, purchasing and supplier evaluation, production and service controls, sterilisation validation, and traceability procedures across the full product lifecycle.
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Clause 8 — Measurement, Analysis & Improvement
Complaint handling, internal audit, non-conforming product controls, corrective and preventive actions (CAPA), and data analysis for continual improvement.
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eQMS Digital Implementation
Deploy a fully digital QMS on platforms such as Veeva Vault, MasterControl, or Qualio — with electronic signatures, 21 CFR Part 11 compliance, automated workflows, and real-time quality dashboards.
QMS Core Capabilities
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CAPA Management
Structured Corrective and Preventive Action workflows — root cause investigation, effectiveness verification, and trending — ensuring systemic quality issues are resolved and prevented.
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Supplier Quality Management
Approved Supplier List (ASL), supplier qualification procedures, ongoing performance monitoring, supplier audits, and purchasing controls — fulfilling ISO 13485 Clause 7.4 requirements.
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Device Traceability & UDI
Batch / lot traceability systems, Unique Device Identification (UDI) implementation for FDA and EUDAMED, and device history record (DHR) management procedures.
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Design Controls (21 CFR Part 820 / Clause 7.3)
Design planning, inputs/outputs, design review, verification and validation (V&V), transfer, and change control procedures — creating a defensible Design History File for regulatory submissions.
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Sterile Device & Process Validation
IQ/OQ/PQ validation protocols for manufacturing processes, sterilisation cycle development and validation, and biocompatibility review under ISO 10993 framework.
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Complaint Handling & Vigilance
MDR/MDV complaint intake, assessment, trending and reporting workflows aligned to FDA 21 CFR 803, EU MDR Annex IX vigilance obligations, and CDSCO incident reporting requirements.
eQMS Platforms We Implement
Veeva Vault QMS
MasterControl
Qualio
Greenlight Guru
Sparta Systems TrackWise
ETQ Reliance
Arena QMS
Document Management (SharePoint)
Regulatory Services
Global Regulatory Submissions & Compliance
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FDA Submissions
510(k), De Novo, PMA, and Q-Sub management. Pre-submission meetings, clinical evidence strategies, and deficiency response support.
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EU MDR Compliance
Full EU MDR transition support — Notified Body selection, EUDAMED registration, CER/PER writing, and clinical investigation planning.
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Risk Management (ISO 14971)
Systematic risk analysis, FMEA, hazard identification, and risk-benefit documentation aligned to ISO 14971:2019.
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Combination Products
Drug-device combination product regulatory strategy for IVDs, drug-delivery systems, and combination therapies.
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Cybersecurity for Medical Devices
FDA cybersecurity guidance compliance — SBOM, threat modeling, patch management plans, and post-market cyber vigilance.
Navigate compliance with confidence.
Speak to our regulatory affairs and QMS team today.
Home / Supply Chain Analytics
Supply Chain Analytics
Transform your supply network into a competitive weapon with real-time visibility, AI-powered forecasting, and intelligent automation across every node.
Global disruptions have exposed the fragility of traditional supply chain thinking. Companies that digitize their supply networks — gaining real-time visibility, predictive capability, and automated response — outperform competitors by significant margins.
Our analytics solutions span from tier-1 supplier visibility to last-mile delivery, turning data into decisions at every link in the chain.
01
Supply Chain Visibility Platform
Real-time tracking across suppliers, logistics partners, and distribution centers — a single source of truth for your entire network.
02
AI Demand Forecasting
Machine learning models trained on your historical data, market signals, and external factors to deliver accurate demand predictions.
03
Inventory Optimization
Dynamic safety stock calculations, multi-echelon optimization, and automated reorder point management to balance service levels with working capital.
04
Risk & Resilience Analytics
Supplier risk scoring, disruption simulation, and automated contingency playbooks to build supply chain resilience.
Analytics Modules
Our Analytics Suite
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Control Tower
Unified dashboard with exception management, automated alerts, and drill-down from network to SKU level.
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Demand Sensing
Short-cycle demand signals from POS, social, weather, and market data for week-ahead accuracy.
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Transportation Analytics
Carrier performance, lane optimization, freight cost benchmarking, and delivery SLA monitoring.
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Warehouse Intelligence
Slotting optimization, labor productivity, dock scheduling, and pick path analytics.
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Supplier Scorecard
Automated supplier performance scoring across quality, delivery, cost, and risk dimensions.
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Sustainability Tracking
Carbon footprint, Scope 3 emissions, and ESG compliance reporting across the supply network.
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What-If Simulation
Scenario planning for disruptions, demand spikes, and network redesign decisions.
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Collaborative Planning
CPFR portals connecting your team with key customers and suppliers for synchronized planning.
Build a supply chain that thinks.
Start with a free network diagnostic.
Home / IIoT
Industrial Internet of Things (IIoT)
Industrial-grade IoT architectures that connect every machine, asset, and sensor — delivering actionable intelligence from the edge to the cloud.
A layered IIoT architecture moves data from the physical asset, through the edge, into the cloud, and up to analytics and business applications — each layer adding intelligence and context.
IIoT Architecture
From Sensor to Decision in Milliseconds
Industrial IoT is more than connecting devices — it's building the nervous system of your facility. Every motor, valve, conveyor, and controller holds valuable data. We design and deploy the infrastructure to capture, process, and act on that data reliably at industrial scale.
Our IIoT solutions are engineered for harsh environments, 24/7 uptime requirements, and the strict cybersecurity demands of OT/IT convergence.
01
Asset Connectivity & Protocol Bridging
Connecting legacy PLCs, CNC machines, and sensors via OPC-UA, MQTT, Modbus, and proprietary protocols — regardless of manufacturer or age.
02
Edge Intelligence Deployment
On-premise edge computing for real-time processing, local ML inference, and resilient operation even during cloud connectivity loss.
03
Industrial Data Platform
Scalable time-series data infrastructure with historian integration, data normalization, and analytics-ready data models.
04
OT/IT Cybersecurity
Network segmentation, IEC 62443 compliance, anomaly detection, and secure remote access for industrial environments.
IIoT Solutions
Core IIoT Capabilities
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Predictive Maintenance (PdM)
Vibration analysis, thermal imaging, acoustic sensors, and ML models that predict failures weeks before they occur.
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Real-Time Asset Monitoring
Live dashboards for every critical asset — temperature, pressure, flow, speed, and custom KPIs with configurable alerts.
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Energy Management
Granular energy consumption monitoring, peak demand management, and sustainability reporting at machine level.
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Indoor Asset Tracking
RTLS solutions using BLE, UWB, and WiFi for tracking people, tools, forklifts, and WIP across large facilities.
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AI at the Edge
Deploying trained models directly on edge hardware for zero-latency quality inspection, anomaly detection, and autonomous responses.
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Industrial Cybersecurity
IEC 62443-compliant architectures, OT-specific threat detection, and secure remote access without exposing operational networks.
Platforms & Protocols
AWS IoT Greengrass
Azure IoT Hub
PTC ThingWorx
Siemens MindSphere
OPC-UA
MQTT / Kafka
InfluxDB
Grafana
Node-RED
Edge Impulse
Connect your industrial assets today.
From a single machine to an entire facility.
Home / Vision Analytics
Vision Analytics in Manufacturing & Supply Chain
AI-powered computer vision systems that see, analyse, and act — eliminating defects, automating inspection, studying assembly processes, and protecting workers through ergonomic intelligence.
Computer VisionDefect DetectionAssembly Process StudyHuman Pose EstimationErgonomics AnalyticsVideo Analytics
The Power of Sight
Machines That See & Understand
Human visual inspection is inherently limited — fatigue, subjectivity, and speed constraints mean defects slip through. Computer vision systems operate 24/7 with sub-millimeter precision, inspecting every single part, label, pallet, and shipment.
Esha eSolutions designs, trains, and deploys vision AI systems adapted to your specific products, lighting conditions, and production speeds — and goes beyond quality inspection to study how your assembly processes work and how your people move.
01
Use Case Discovery & Camera Setup
Site surveys, lighting design, camera selection (2D/3D/thermal/hyperspectral), and integration planning with your production line.
02
Data Collection & Model Training
Systematic defect data collection, annotation, augmentation, and training of custom vision models for your specific products and processes.
03
Edge Deployment & Integration
Real-time model deployment on edge GPUs, integration with MES/ERP for automatic rejection, traceability, and quality records.
04
Continuous Learning & MLOps
Automated retraining pipelines, drift detection, and model version management for continuously improving accuracy over time.
Vision AI in Action
Real-time AI inspection on the production line — detecting defects at machine speed, 24 hours a day.
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Capability 01
Assembly Process Study & Intelligence
Assembly lines are complex — operator sequences, tool usage, part orientations, and sub-assembly completeness must all be right every time. Vision AI watches the assembly process continuously, validating correctness in real time, studying how work is actually performed versus how it should be performed, and surfacing insights that improve quality, throughput, and standardisation.
What We Detect & Analyse
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Part Presence & Absence Detection
Verify every required component is present — fasteners, connectors, clips, gaskets — before the assembly moves to the next stage.
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Sequence & Step Compliance Verification
Monitor whether operators follow the correct assembly sequence as defined in the work instruction — flagging out-of-order steps that lead to rework or escapes.
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Tool & Torque Confirmation
Visual confirmation that the correct tool was used and applied at the correct fastener location — critical for safety-critical assemblies in automotive, aerospace, and medical devices.
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Connector & Seating Verification
Detect whether connectors, plugs, and harnesses are fully seated — catching partially-mated connections that pass tactile checks but fail in field conditions.
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Cycle Time & Takt Time Measurement
Automatically measure operator and station cycle times per assembly step from video — identifying where actual time deviates from standard and where bottlenecks are hidden.
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BOM Compliance & Variant Verification
Ensure the correct part variant is used for each product configuration — preventing wrong-part assemblies in multi-variant lines without slowing throughput.
Assembly Intelligence Outputs
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Real-Time Alerts
Instant on-screen alerts when a step is missed or an error is detected — before the unit moves to the next station.
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Assembly Heatmaps
Visual heatmaps showing where most errors and rework occur across stations, shifts, and operators.
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Time & Motion Study
Automated video-based time & motion studies — replacing manual stopwatch observation with continuous, objective measurement.
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Work Standardisation
Identify best-performing operator techniques and codify them into updated standard work and training materials.
Musculoskeletal disorders (MSDs) are among the most prevalent — and costly — workplace injuries in manufacturing. Ergonomics analytics powered by AI pose estimation identifies harmful postures and movements before they cause injury, enabling data-driven workstation redesign, targeted training, and proactive intervention to protect your workforce and reduce absenteeism.
How It Works — Pose Estimation Pipeline
01
Skeleton Keypoint Detection
Deep learning models (MediaPipe, YOLOv8-pose, OpenPose) detect 17–33 body keypoints — joints, spine, shoulders, hips, knees, and wrists — from standard RGB cameras at production-line speed.
02
Ergonomic Risk Scoring (REBA / RULA)
Automatically calculate standardised ergonomic risk scores — Rapid Entire Body Assessment (REBA) and Rapid Upper Limb Assessment (RULA) — from pose data continuously, replacing periodic manual assessments.
03
Risky Posture Detection & Alerting
Identify high-risk postures in real time — trunk bending beyond threshold, neck flexion, shoulder elevation, awkward wrist angles, repetitive reaching — and alert supervisors or the operator directly.
04
Trend Analysis & Workstation Redesign
Longitudinal ergonomic exposure data reveals which stations, tasks, and postures carry the highest cumulative risk — enabling targeted workstation redesign, jig improvements, and material flow changes.
Ergonomics Analytics Capabilities
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Joint Angle & Range of Motion Tracking
Continuous measurement of trunk, neck, shoulder, elbow, and wrist angles — logging time spent outside safe thresholds per worker and station.
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Repetitive Motion & Frequency Analysis
Detect repetitive motion patterns — number of lifts per hour, reach frequency, rotation count — and cross-reference with NIOSH lifting equation thresholds.
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Fatigue & Postural Degradation Monitoring
Track how posture quality changes over a shift — detecting fatigue-induced postural degradation that increases injury risk as the workday progresses.
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PPE Compliance Detection
Automatically detect whether workers are wearing required PPE — hard hats, safety vests, gloves, safety glasses — in real time across all monitored zones.
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Workstation Ergonomic Risk Mapping
Generate station-level ergonomic risk maps — visualising which tasks and movements carry the highest cumulative MSD risk to prioritise redesign investment.
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Automated Ergonomic Reports
Auto-generate ergonomic assessment reports per station, shift, or worker group — providing the documentation required for OH&S compliance and insurance reporting.
Assessment Standards & Frameworks Supported
REBA — Rapid Entire Body Assessment
RULA — Rapid Upper Limb Assessment
NIOSH Lifting Equation
OWAS — Ovako Working Posture Analysis
ISO 11228 Manual Handling
HSE Display Screen Equipment Guidance
All Vision AI Applications
Complete Use Case Library
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Automated Visual Inspection
Surface defect detection, dimensional measurement, and appearance inspection for metal, plastic, textile, electronics, and food products.
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Packaging & Label Verification
OCR-based label verification, barcode reading, seal integrity, fill level inspection, and packing completeness checks.
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Warehouse & Logistics Vision
Pallet identification, forklift safety monitoring, putaway/picking verification, and dock door activity analytics.
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Process Analytics via Video
Production rate counting, cycle time measurement, bottleneck identification, and capacity utilisation from video streams.
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Assembly Process Study
Step verification, sequence compliance, cycle time measurement, and work standardisation from continuous assembly line video analysis.
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Ergonomics & Posture Analytics
AI pose estimation, REBA/RULA scoring, repetitive motion detection, and fatigue monitoring to protect workers and reduce MSDs.
Technology Stack
PyTorch / TensorFlow
YOLOv8 / YOLOv10
MediaPipe Pose
OpenPose
OpenCV
NVIDIA Jetson
Cognex VisionPro
Roboflow
Triton Inference
GigE Vision
3D Point Cloud
MLflow / DVC
Zero defects. Safer workers. Smarter assembly.
Run a free proof-of-concept on your production line or assembly station.
Home / Contact
Let's Build Something Together
Whether you're exploring a specific challenge or planning a large-scale transformation, our team is ready to help you find clarity and momentum.
Get in Touch
Talk to Our Consulting Team
Our consultants have deep expertise across manufacturing, life sciences, and supply chain. We begin every engagement with a free discovery conversation to understand your context before recommending any solution.
Business Center, Concorde Napa Valley, Bangalore 560082, Karnataka, India
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Markets Served
India · USA · APAC · Middle East · Europe
Send a Message
We'll respond within 24 hours.
Home / Technology Consulting
Technology Consulting
From concept to deployment — we design, build, test, and ship world-class web applications, mobile apps, data platforms, and cloud-native infrastructure that power modern enterprises.
Web & Mobile AppsData EngineeringCloud ArchitectureAWS Native
Our Practice Areas
Three Practices. One Integrated Capability.
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Web & Mobile Applications
Full-stack web development, native iOS & Android apps, and cross-platform solutions — designed, built, tested, and deployed with precision.
Explore →
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Data Management & Analytics
Data engineering pipelines, modern storage architecture, and analytics platforms that turn raw data into reliable, real-time business intelligence.
Explore →
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Cloud & AWS Services
AWS-native architecture, cloud migration, Well-Architected infrastructure, and DevSecOps pipelines built for performance, security, and cost efficiency.
Explore →
Our Delivery Model
Design. Develop. Test. Deploy.
Every engagement follows a rigorous, outcome-driven lifecycle — ensuring on-time delivery, quality at every stage, and solutions that scale.
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Design
User research, information architecture, wireframing, UI/UX design, and interactive prototyping aligned to your brand and user needs.
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Develop
Agile full-stack development with CI/CD pipelines, code reviews, and rigorous version control practices.
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Test
Unit, integration, performance, security, and user acceptance testing before every release.
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Deploy
Automated deployment pipelines, cloud provisioning, monitoring setup, and post-launch hypercare.
Ready to build something great?
Tell us about your project — we'll respond within 24 hours.
Full-stack web applications and native mobile apps for iOS and Android — designed, developed, tested, and deployed with engineering rigour and design excellence.
Build the data foundation your organisation needs — reliable pipelines, scalable storage, and analytics layers that turn raw data into timely, trustworthy intelligence.
Data EngineeringData StorageData AnalyticsBI & ReportingMLOps
⚙️
Data Engineering
Building the infrastructure that moves, transforms, and prepares data reliably at scale.
→ ETL / ELT Pipeline Design & Build
→ Real-Time Streaming Pipelines (Kafka)
→ Data Quality & Observability
→ Data Catalog & Governance
→ API Data Ingestion & Integration
→ DataOps & Pipeline Orchestration
Tools
Apache SparkdbtAirflowKafkaDatabricksFivetran
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Data Storage
Architecting the right storage layer for your data volume and access patterns.
AWS-aligned cloud architecture, native service design, and Well-Architected infrastructure — secure, scalable, and optimised for your workloads from day one.
Workload efficiency, serverless-first design, and carbon-aware architecture patterns.
Core AWS Services We Architect With
Compute
EC2, ECS, EKS & Lambda
Right-sized EC2, containerised workloads on ECS/EKS, and serverless functions via Lambda — matched to your performance and cost profile.
EC2 Auto ScalingFargateLambdaEKS
Storage & Databases
S3, RDS, DynamoDB & Aurora
Object storage with S3, relational workloads on RDS/Aurora, high-throughput NoSQL with DynamoDB, and in-memory caching with ElastiCache.
S3 / GlacierAuroraDynamoDBElastiCache
Networking & CDN
VPC, CloudFront & Route 53
Secure multi-VPC architectures, global CDN via CloudFront, intelligent DNS with Route 53, and application load balancing for high-availability routing.
VPC / Transit GWCloudFrontWAF / Shield
Data & Analytics
Redshift, Glue, Athena & Kinesis
Serverless data warehousing with Redshift, ETL via AWS Glue, ad-hoc querying with Athena, and real-time streaming with Kinesis.
RedshiftAWS GlueAthenaKinesis
DevOps & CI/CD
CodePipeline, CDK & CloudFormation
Infrastructure-as-Code with AWS CDK/CloudFormation, automated CI/CD via CodePipeline/CodeBuild, and container image management through ECR.
AWS CDKCodePipelineCloudFormation
AI & Machine Learning
Bedrock, SageMaker & Rekognition
Foundation model access via Bedrock, end-to-end ML on SageMaker, computer vision with Rekognition, and IoT intelligence with Greengrass.
BedrockSageMakerRekognitionGreengrass
AWS Native Architecture Patterns We Deliver
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Serverless-First Architecture
API Gateway + Lambda + DynamoDB + S3 — event-driven, zero server management, pay-per-invocation cost model.
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Container-Native Microservices
EKS or ECS Fargate with service mesh, ALB ingress, ECR registries, and ArgoCD for GitOps-driven deployments.
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Modern Data Lakehouse on AWS
S3 + Delta Lake / Apache Iceberg, Glue for cataloguing, Athena for serverless queries, Redshift for warehousing — governed by Lake Formation.
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AWS IoT & Edge Architecture
IoT Core for device connectivity, Greengrass for edge compute, Kinesis for stream ingestion, Timestream for time-series storage.
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Generative AI Platform on AWS
Bedrock for foundation models, Knowledge Bases for RAG, SageMaker for custom training, OpenSearch for vector search — VPC-isolated and private.
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Secure Landing Zone & Multi-Account
AWS Control Tower with multi-account structure, SCPs, AWS Config, Security Hub, and GuardDuty — hardened enterprise-scale cloud foundation.
Let's architect your AWS cloud.
Start with a free Well-Architected review of your current environment.
Home / Generative AI
Generative AI for Industrial Operations
We bring the transformative power of Generative AI out of the lab and into your operations — embedding intelligence into manufacturing, supply chains, IoT ecosystems, and regulated healthcare workflows.
LLM IntegrationRAG PipelinesAI CopilotsAgentic AIResponsible AI
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LLMs & Foundation Models
GPT-4o, Claude, Gemini, Llama
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RAG & Knowledge Retrieval
LangChain, LlamaIndex, pgvector
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AI Agents & Automation
Multi-agent orchestration, tools & APIs
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Responsible & Secure AI
Guardrails, audit trails, compliance
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Domain 01
Gen AI in Manufacturing
Manufacturing generates enormous volumes of data — from sensor readings and maintenance logs to quality reports and SOPs. Generative AI unlocks this data to augment engineer decisions, automate documentation, and create self-healing production systems.
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AI-Powered Maintenance Copilot
Natural language interface for maintenance engineers — synthesises manuals, logs, and sensor data into instant, contextual guidance.
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Automated SOP Generation
Automatically draft, revise, and version-control Standard Operating Procedures from engineering data and operator feedback.
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Root Cause Analysis Acceleration
AI agents correlate defect reports, process parameters, and material traceability to generate probable root causes in minutes.
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Production Report Automation
Auto-generate shift reports, OEE summaries, and quality bulletins from raw MES and sensor data.
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Operator Training & Knowledge Transfer
AI-driven training assistants that capture institutional knowledge and deliver it as interactive, role-specific guidance.
⚙️
Process Parameter Optimisation
LLM-guided optimisation that interprets historical run data and engineering intuition to improve yield and reduce waste.
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Domain 02
Gen AI in IIoT
Generative AI transforms raw sensor streams into explainable insights, conversational dashboards, and autonomous responses that keep assets running at peak performance.
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Conversational Asset Intelligence
Ask your IoT platform questions in plain English and receive contextual, data-backed answers with trend visualisations.
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Anomaly Explanation & Diagnosis
When an alert fires, Gen AI explains why — drawing on sensor context, historical patterns, and maintenance records.
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Automated Incident Reports
Automatically generate structured incident reports, work orders, and maintenance summaries from IoT event data.
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Digital Twin Dialogue
Interact with your digital twin through natural language — query asset state, run simulations, and receive plain-language interpretation.
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Predictive Narrative Generation
Gen AI narrates the future state of your assets — generating maintenance forecasts and risk summaries for operations managers.
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Edge AI Configuration Assistant
AI-assisted configuration of edge devices — generating threshold logic, alert conditions, and data routing rules from natural language.
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Domain 03
Gen AI in Supply Chain Operations
Gen AI cuts through supply chain complexity, synthesising signals across the entire network and turning complexity into clear, actionable intelligence for planners and operators.
📦
Supply Chain Control Tower Copilot
Conversational layer on your supply chain data — ask about shipment risks, fill rate drops, or supplier performance and get instant answers.
📈
Demand Signal Interpretation
Gen AI reads external signals — news, weather, social trends — combining them with internal data for plain-language demand risk assessments.
🤝
Supplier Communication Automation
Automatically draft supplier RFQs, delay notifications, and performance reviews — personalised per supplier from structured data.
⚠️
Disruption Response Playbooks
When a disruption hits, Gen AI generates scenario-specific response playbooks with alternative sourcing and customer communications in real time.
📄
Contract & PO Intelligence
RAG-powered document intelligence that extracts obligations, SLAs, and risk clauses from supplier contracts at scale.
🌍
ESG & Sustainability Reporting
Automatically compile Scope 3 emissions data and supplier ESG disclosures into structured regulatory reports.
⚕️
Domain 04
Gen AI in Medical Devices Regulatory Compliance
Generative AI accelerates every stage of the compliance lifecycle — from technical documentation and risk analysis to post-market surveillance — maintaining full audit trail and traceability required by FDA, EU MDR, and CDSCO.
📑
Technical Documentation Drafting
AI-assisted authoring of Technical Files, DHF, and EU MDR documentation — generating structured first drafts from engineering inputs and test data.
⚖️
Risk Management Automation (ISO 14971)
Gen AI populates FMEA tables, hazard identification logs, and risk-benefit assessments from device descriptions and clinical literature.
🔎
Regulatory Intelligence Copilot
Ask regulatory questions in plain English and receive cited, up-to-date answers synthesised from FDA guidance, MDR articles, and CDSCO notifications.
📬
FDA Deficiency Response Drafting
Gen AI analyses the original submission and generates structured, evidence-mapped response drafts for regulatory affairs teams to review.
👁️
Post-Market Surveillance Automation
Continuously monitor complaint databases and adverse event reports — auto-classifying events and generating PSUR narrative sections.
🧾
eQMS Document Intelligence
RAG-powered QMS assistant that answers compliance questions by retrieving from your own SOPs, CAPAs, and change control records.
Our Gen AI Platform Approach
How We Build Enterprise-Grade AI
🔐
Secure & Private
Your data never trains public models. We deploy on private cloud, on-premise, or in your own Azure/AWS tenant with full data residency controls.
📚
Grounded in Your Data
RAG pipelines connect LLMs to your internal knowledge — manuals, SOPs, ERP data, sensor history — so AI answers are accurate and specific.
🧩
Integrated, Not Siloed
AI capabilities embedded directly into your existing workflows — MES, ERP, QMS, IoT platforms — not separate tools requiring context-switching.
📏
Governed & Auditable
Full audit trails on AI outputs, human-in-the-loop workflows for critical decisions, and compliance-ready logging for regulated environments.
Technology Stack
Azure OpenAI
AWS Bedrock
Anthropic Claude
Meta Llama
LangChain
LlamaIndex
pgvector / Pinecone
Weaviate
Haystack
MLflow
FastAPI
Guardrails AI
Ready to operationalise Gen AI?
Start with a focused AI discovery workshop — identify the highest-value use cases in your operations within two days.
Home / LMS · Moodle
Learning Management Platform
End-to-end LMS consulting, design, development, and hosting — helping organisations build powerful, branded learning experiences on web and mobile, managed in the cloud or on-premise.
Our open-source LMS platform powers millions of learners globally — trusted by universities, enterprises, healthcare organisations, and government bodies for its flexibility, security, and extensibility. Unlike proprietary platforms, it gives you full ownership of your data, your branding, and your learning architecture.
Esha eSolutions brings together deep LMS expertise and full-stack technology capability to deliver learning platforms that look exceptional, perform flawlessly, and scale with your organisation — whether you serve 50 learners or 500,000.
01
Discovery & LMS Strategy
Understand your learning objectives, user personas, content types, and technical constraints — then design an LMS architecture and rollout strategy that fits your organisation precisely.
02
UX Design & Theme Development
Design and build a fully branded LMS theme — responsive across web and mobile — with custom layouts, navigation, dashboards, and learner experience flows.
03
Configuration, Integration & Content Migration
Configure courses, enrolment rules, assessments, and plugins. Integrate with HR, SSO, and CRM systems. Migrate existing content and user data with zero disruption.
04
Deployment, Training & Support
Launch on cloud or on-premise infrastructure. Train administrators and course authors. Provide ongoing technical support, updates, and platform evolution.
🎯
Service 01
LMS Consulting
Whether you are implementing an LMS for the first time, migrating from another platform, upgrading a legacy installation, or scaling an existing platform, our consultants bring the strategic and technical depth to get it right — on time and on budget.
🗺️
LMS Needs Assessment
In-depth discovery of your learning goals, audience profile, content inventory, reporting requirements, and integration landscape to define the optimal LMS configuration and feature set.
🔀
Platform Migration
Migrate from any LMS — Blackboard, Canvas, TalentLMS, Cornerstone, or legacy installations — with complete course structure, user enrolments, completion records, and media assets preserved.
⬆️
LMS Upgrade & Optimisation
Safely upgrade legacy LMS installations to the latest version, audit and consolidate plugins, improve performance, and clean up course structures accumulated over years of use.
🔗
Systems Integration
Connect the LMS with your existing technology stack — HRMS, Active Directory, SSO (SAML/OAuth), CRM, ERP, Zoom/Teams, and third-party content libraries — through APIs and standard LMS plugins.
📊
Learning Analytics & Reporting
Configure the platform's built-in reporting, custom dashboards, and external BI integrations to give L&D managers and executives the learner progress and completion data they need.
🔒
Compliance & Security Audit
Review your LMS installation against security best practices, GDPR / data privacy requirements, and industry-specific compliance obligations — with a prioritised remediation plan.
🎨
Service 02
Front-End Design & Development Web & Mobile LMS
First impressions matter in learning — a confusing or unattractive LMS kills engagement before the first lesson begins. We design and build LMS front-ends that are visually striking, intuitively navigable, and fully responsive across desktop, tablet, and mobile — without sacrificing the platform's underlying power.
Web LMS Design & Development
→
Custom LMS Theme Development
Bespoke themes with your branding, colour palette, typography, and imagery — pixel-perfect and consistent across all LMS pages and activities.
→
Dashboard & Learner Portal Design
Redesigned learner dashboards that surface course progress, upcoming deadlines, certificates, and achievements in a clean, motivating interface.
→
Course Page UX & Navigation
Redesigned course pages with clear progress indicators, activity sequencing, and multimedia-friendly layouts that maximise learner engagement and reduce dropout.
→
Custom Plugin & Block Development
Build bespoke LMS plugins, activity modules, and blocks when standard functionality does not meet your requirements — extending the platform's capabilities without breaking upgrade paths.
→
Accessibility & WCAG Compliance
Ensure your LMS meets WCAG 2.1 AA accessibility standards — keyboard navigation, screen reader support, colour contrast, and alt text throughout.
Mobile LMS Application
LMS Mobile Application
Our LMS mobile solution provides a solid foundation for on-the-go learning. We configure, brand, and extend the platform app — and where full custom control is needed, we build a native or React Native mobile app that connects to your LMS backend via REST APIs.
iOS (Swift / SwiftUI)Android (Kotlin)React Native (Cross-Platform)LMS REST API
📱
Offline Learning
Download courses for offline access — syncs progress when connectivity is restored.
🔔
Push Notifications
Deadlines, new content, forum replies, and grading alerts direct to learners' phones.
🏆
Gamification
Badges, leaderboards, and completion streaks built into the mobile experience.
🎬
Video & SCORM
Smooth video streaming and SCORM 1.2 / xAPI content playback on mobile.
📚
Service 03
Content Management on the LMS
A platform is only as good as the content on it. We help you structure, author, import, and maintain your course library — ensuring content is engaging, up-to-date, and tracked correctly for compliance and reporting purposes.
🏗️
Course Architecture & Taxonomy
Design your course catalogue structure, category hierarchy, naming conventions, and metadata schema — creating a scalable, searchable content library that grows with your organisation.
✍️
Course Build & Configuration
Build LMS courses from scratch or from existing materials — structuring sections, activities, resources, quizzes, assignments, H5P interactions, and completion conditions.
🎬
SCORM & xAPI Content Integration
Import and configure SCORM 1.2, SCORM 2004, and xAPI (Tin Can) packages produced in Articulate, Lectora, iSpring, or Captivate — with correct tracking, completion, and score reporting.
🔄
Content Migration & Conversion
Convert legacy content formats — PowerPoints, PDFs, videos, and old SCORM packages — into engaging, mobile-ready LMS activities or modern H5P interactive content.
📋
Compliance Training Management
Set up mandatory training programmes, automated enrolment rules, completion deadlines, certification workflows, and renewal reminders — ensuring regulatory and HSE training compliance at scale.
👤
Administrator Enablement
Train your content authors and LMS administrators to independently build, manage, and update courses — through live workshops, documentation, and a custom admin guide tailored to your LMS setup.
Choosing the right infrastructure for your LMS platform has lasting implications for performance, cost, data sovereignty, and compliance. We architect, deploy, and manage LMS hosting on the model that best fits your organisation — whether that is a managed cloud environment, a private cloud, or your own on-premise servers.
☁️
Cloud Hosted LMS
Fully managed LMS on AWS, Azure, or GCP — we handle infrastructure, updates, backups, and scaling so your team can focus on learning.
✓ Auto-scaling for concurrent learners
✓ Automated daily backups with point-in-time restore
✓ CDN for global content delivery speed
✓ SSL, WAF, and DDoS protection
✓ LMS version and plugin update management
✓ 99.9% uptime SLA with monitoring and alerting
✓ GDPR-compliant data residency options (India / EU / US)
Scheduled LMS core and plugin updates tested in staging before production rollout.
📈
Performance Monitoring
24/7 uptime monitoring, page speed optimisation, and database query tuning.
💾
Backup & Disaster Recovery
Automated backups with tested restore procedures and recovery time objectives.
🛡️
Security Monitoring
Vulnerability scanning, intrusion detection, and security patch management.
Ready to build your learning platform?
Talk to our LMS team — we'll scope your project and recommend the right approach within 48 hours.
Moodle™️ is a registered trademark of Moodle Pty Ltd. This website is not affiliated with, endorsed by, or partnered with Moodle HQ. We are independent experts providing services for the Moodle open-source platform.
