Praveena Shenoy
Country Manager, India
Praveena leads Opsio's India operations, bringing 17+ years of cross-industry experience spanning AI, manufacturing, DevOps, and managed services.
Expertise Areas
Articles by Praveena Shenoy
Embracing AI and ML in 2026: a four-step adoption framework for enterprises
The gap I see most often in 2026 is not between organisations that "believe in AI" and those that do not — almost every leadership team I work with now…
Azure Disaster Recovery as a Service (DRaaS): Architecture, RPO/RTO, and What It Actually Costs
Azure Disaster Recovery as a Service (DRaaS) is a managed offering layered on Azure Site Recovery (ASR), Azure Backup , and a tested operational runbook.
Managed Cloud Operations & Monitoring Services
In today’s digital era, businesses rely heavily on cloud technology to streamline operations and deliver services efficiently with opsio.
Real-Time Anomaly Detection: AI-Powered Monitoring for Modern Infrastructure
Static alert thresholds can't keep up with dynamic cloud environments.
AI Consulting for Financial Services: The Complete BFSI Guide
Financial services is the largest single industry segment for AI investment.
Defect Detection with Deep Learning: Top GitHub Repositories and Tools
Manufacturing quality control has shifted from rule-based machine vision to deep learning models that learn defect patterns from data.
AI Consulting for Enterprises: How to Accelerate AI Adoption in 2026
Most enterprise AI projects never reach production. According to ( Gartner , 2025), only 54% of AI initiatives move past the pilot stage.
Fabric Defect Detection with Deep Learning: A Complete Technical Guide
Textile manufacturers lose an estimated 45-65% of their profits to quality issues, according to a World Textile Information Network (2024) analysis of global…
Surface Defect Detection Using Deep Learning: Production Implementation
Moving surface defect detection from a research prototype to a production system is where most projects stall.
Digital Transformation in Financial Services: 2026
Digital Transformation in Financial Services: 2026 Global financial services technology spending reached $650 billion in 2025 and is projected to grow…
Surface Defect Detection with Deep Learning: GitHub Resources
Open-source repositories have accelerated surface defect detection research dramatically.
Top IT Firms in India: Leading Tech Companies 2024
Ever wondered why big companies choose India for cutting-edge tech solutions ?
Top IT Companies in Bangalore: Complete 2026 Guide
Are you looking for the best IT Companies in Bangalore for 2026? This guide will help you find top career paths and partnership chances.
AI in Cloud Services for Manufacturing: Transforming Production with Intelligent Infrastructure
Manufacturing is entering an era where cloud-based AI isn't optional, it's the baseline for competitiveness.
Surface Defect Detection with Deep Learning: Methods and Benchmarks
Surface defect detection has evolved from manual visual inspection to automated systems powered by deep learning.
Metal Surface Defect Detection with Deep Learning: A Comprehensive Survey
Metal surface inspection is a bottleneck that most manufacturers still solve with human eyes.
PCB Defect Detection with Deep Learning: Top GitHub Projects and Implementations
Printed circuit board defects cost the global electronics industry an estimated $4.7 billion per year in scrap and rework, according to IPC (2024).
AI for Reducing Production Downtime: Expert Strategies for Business Continuity
Unplanned downtime costs industrial manufacturers an estimated $50 billion annually, according to Deloitte , 2022.
PCB Defect Detection with Deep Learning: Methods and Best Practices
The printed circuit board industry ships approximately 31 billion units annually, and even a 0.1% defect escape rate sends millions of faulty boards into…
PCB Defect Detection Using Deep Learning: Implementation Guide for Manufacturers
Manufacturers that adopt deep learning for PCB inspection report a 35-60% reduction in defect escape rates within the first year, according to a McKinsey…
Predictive Maintenance Consulting: From Reactive to Proactive Operations
Unplanned equipment downtime costs industrial manufacturers an estimated $50 billion per year, according to Deloitte , 2022.
Machine Learning Visual Inspection: How AI Is Replacing Manual Quality Control
Manual quality control has a ceiling, and most factories hit it years ago.
Deep Learning for Defect Detection: From Research to Production in 2026
Manufacturing defect detection has shifted from a research curiosity to a production requirement.
Fabric Defect Detection Using Deep Learning: Methods, Models, and Implementation
Fabric defect detection remains one of the most persistent quality challenges in textile manufacturing.
High Speed Vision Inspection: Automated Quality Control at Production Speed
Manual quality checks can't keep pace with modern production lines.
Cloud Computing Transformation Experts: Opsio Solutions
Opsio's Cloud Computing Transformation services can help business owners and executives achieve greater efficiency and cost-effectiveness.
Expert Cyber Security Solutions for Your Business in India
As a business owner or executive in India, keeping your company's data and information safe from cyber threats is critical. That's where Opsio comes in.
Terraform Bangalore: Infrastructure as Code Solutions
Looking to streamline your IT infrastructure with Terraform in Bangalore?
Trusted Kubernetes Partner for All Enterprises
As Kubernetes is becoming increasingly popular, it's important for businesses to find a reliable and skilled partner.
AWS CloudFormation: Streamline Your Cloud Deployments
Opsio offers AWS CloudFormation services to help businesses streamline their cloud deployments with ease.
Showing 30 of 417 articles
Want Expert Cloud Guidance?
Praveena Shenoy and the Opsio team are ready to help solve your cloud challenges.