--- title: What The Future Holds For CloudOps In 2022 description: Read on to know how enterprises are finding out that there are still many gaps in their understanding of CloudOps for 2022. image: https://insights.daffodilsw.com/hubfs/Allen/blog%20banner%20%2810%29.jpg --- [![daffodil-logo](https://insights.daffodilsw.com/hs-fs/hubfs/Deffodil-2026/Images/Global/daffodil-logo.webp?width=126&height=39&name=daffodil-logo.webp "daffodil-logo")](https://www.daffodilsw.com/) ![Toggler](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/toggler.svg) [![daffodil-logo-black](https://insights.daffodilsw.com/hs-fs/hubfs/Deffodil-2026/Images/Global/menu/daffodil-logo-black.png?width=140&height=43&name=daffodil-logo-black.png "daffodil-logo-black")](https://www.daffodilsw.com/) [![daffodil-logo](https://insights.daffodilsw.com/hs-fs/hubfs/Deffodil-2026/Images/Global/daffodil-logo.webp?width=126&height=39&name=daffodil-logo.webp "daffodil-logo")](https://www.daffodilsw.com/) - Services - Consulting - Design - Software Development - AI/ML Solutions - Software Testing and QA - Software Maintenance and Support - Marketing - Team Augmentation [![Software-Consulting-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Software-Consulting-1.svg) Software Consulting End-to-end software consulting services for web, mobile, and cloud-based solutions](https://www.daffodilsw.com/software-consulting-services) [![Layer_x0020_1-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Layer_x0020_1-1.svg) Cloud Consulting Architect and optimize cloud-native solutions that enhance agility, resilience, and cost efficiency.](https://www.daffodilsw.com/cloud-consulting-services) [![Legacy-System-Modernization](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Legacy-System-Modernization.svg) Legacy System Modernization Modernize legacy systems into secure, scalable, and future-ready digital platforms.](https://www.daffodilsw.com/legacy-software-modernization-services) [![Security-Compliance-Advisory](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Security-Compliance-Advisory.svg) Security & Compliance Advisory Strengthen your technology landscape by embedding security and compliance into every layer.](https://www.daffodilsw.com/application-security-consulting) [![AI-Strategy-Consulting](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/AI-Strategy-Consulting.svg) AI Strategy Consulting Unlock business value by defining and implementing a clear, results-driven AI roadmap.](https://www.daffodilsw.com/ai-consulting-services) [![UX-Design](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/UX-Design.svg) UI/UX Design Design intuitive, user-centric interfaces that elevate engagement and drive measurable outcomes.](https://www.daffodilsw.com/ui-ux-design-services) [![Vector-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Vector-1.svg) Discovery & MVP Planning Validate product ideas and define a focused MVP roadmap that accelerates time to market.](https://www.daffodilsw.com/product-discovery-services) [![Product-Experience-Design](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Product-Experience-Design.svg) Product Experience Design Craft seamless end-to-end product experiences that align user needs with business goals.](https://www.daffodilsw.com/experience-design-services) [![Custom-Web-App-Development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Custom-Web-App-Development.svg) Web Application Development Build scalable, high-performance web applications tailored to your unique business workflows.](https://www.daffodilsw.com/web-application-development-company) [![Mobile-App-Development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Mobile-App-Development.svg) Mobile App Development Develop intuitive, feature-rich mobile apps that deliver seamless experiences across devices.](https://www.daffodilsw.com/mobile-app-development-company) [![SaaS-Platform-Development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/SaaS-Platform-Development.svg) SaaS & Platform Development Engineer robust, extensible platforms that support growth, integrations, and evolving business needs.](https://www.daffodilsw.com/digital-platform-development) [![API-Integrations](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/API-Integrations.svg) API Development & Integrations Connect systems and streamline operations by designing secure, reliable APIs and integrations.](https://www.daffodilsw.com/custom-api-development-services) [![Cloud-Services](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Cloud-Services.svg) Cloud Services Enable agility and resilience by migrating, managing, and optimizing your cloud infrastructure.](https://www.daffodilsw.com/managed-cloud-services) [![Group](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Group.svg) Cloud-Native Applications Create resilient, scalable cloud-native applications built for performance and rapid innovation.](https://www.daffodilsw.com/services/cloud-native-development) [![DevOps](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/DevOps.svg) DevOps Services Accelerate releases and improve reliability by implementing automated, scalable DevOps practices.](https://www.daffodilsw.com/devops-services) [![Agentic-AI-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Agentic-AI-1.svg) Data & ML Engineering Design and operationalize scalable data pipelines and ML systems that power intelligent decision-making.](https://www.daffodilsw.com/data-engineering-services) [![Data-ML-Engineering](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Data-ML-Engineering.svg) GenAI & LLM Solutions Develop generative AI and LLM-powered applications that automate workflows and enhance human productivity.](https://www.daffodilsw.com/generative-ai-services-and-solutions) [![Conversational-AI](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Conversational-AI.svg) Conversational AI Solutions Create intelligent conversational systems that deliver natural, context-aware customer interactions.](https://www.daffodilsw.com/conversational-ai-solutions) [![Agentic-AI-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Agentic-AI-1.svg) Agentic AI Solutions Deploy autonomous AI agents that reason, plan, and execute complex tasks across systems.](https://www.daffodilsw.com/ai-agent-development-company) [![Computer-vision-solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Computer-vision-solutions.svg) Computer Vision solutions Implement computer vision systems that extract real-time insights from images and video streams.](https://www.daffodilsw.com/ai/computer-vision-services) [![Manual-Automation-Testing](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Manual-Automation-Testing.svg) Automation Testing Execute comprehensive manual and automated testing to accelerate releases without compromising reliability.](https://www.daffodilsw.com/software-testing/automation-testing-services) [![Security](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Security.svg) VAPT Testing Optimize system performance by identifying bottlenecks and validating stability under peak loads.](https://www.daffodilsw.com/vulnerability-assessment-and-penetration-testing-services) [![Performance-Load-Testing](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Performance-Load-Testing.svg) Performance Testing Identify vulnerabilities and strengthen defenses through rigorous security testing and risk assessment.](https://www.daffodilsw.com/software-testing/performance-testing-services) [![API-Integrations](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/API-Integrations.svg) API Testing Validate APIs for reliability, performance, and security to ensure seamless communication between systems and applications.](https://www.daffodilsw.com/software-testing/api-testing-services) [![Application-Maintenance](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Application-Maintenance.svg) Software Maintenance and Support Ensure stability and continuous improvement through proactive monitoring, maintenance, and ongoing application support.](https://www.daffodilsw.com/software-maintenance-and-support-services) [![Feature-Enhancements](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Feature-Enhancements.svg) Application Modernzation Transform legacy applications into scalable, cloud-ready systems built for performance and agility.](https://www.daffodilsw.com/application-modernization-services) [![Managed-Cloud-Services](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Managed-Cloud-Services.svg) Cloud Migration Migrate applications and infrastructure to the cloud with minimal disruption and optimized performance.](https://www.daffodilsw.com/cloud-migration-services) [![Performance-Marketing](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Performance-Marketing.svg) Performance Marketing Drive measurable growth by running data-driven campaigns optimized for conversions, CAC, and ROI.](https://www.daffodilsw.com/performance-marketing-services) [![SEO](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/SEO.svg) SEO Services Improve organic visibility and rankings by optimizing your content, technical SEO, and search authority.](https://www.daffodilsw.com/search-engine-marketing-services) [![AIO](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/AIO.svg) App Store Optimization Improve app visibility and downloads by optimizing listings, keywords, and conversion elements across app stores.](https://www.daffodilsw.com/app-store-optimization-aso-services) [![Analytics-Graph-Browser-Statistics-Online](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Analytics-Graph-Browser-Statistics-Online.svg) Data Enrichment Enhance your datasets with accurate, actionable insights that improve targeting, personalization, and decision-making.](https://www.daffodilsw.com/data-enrichment-services) [![Group-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Group-1.svg) Hire Dedicated Developers Extend your team with skilled dedicated developers who align with your goals, workflows, and delivery timelines.](https://www.daffodilsw.com/hire-dedicated-developers) [![Offshore-Development-Center](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Offshore-Development-Center.svg) Offshore Development Center Set up a scalable offshore development center to accelerate product delivery while optimizing costs and operational efficiency.](https://www.daffodilsw.com/offshore-development-company) - Industries - Healthcare - Software & Technology - Fintech - Digital Commerce - Travel & Transportation - Media and Entertainment - Banking Sector - Food & Beverages [![EHR-development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/EHR-development.svg) Healthcare Software Development Build secure, compliant healthcare solutions that improve patient outcomes and streamline operations.](https://www.daffodilsw.com/healthcare-software-development-services) [![Custom-Healthcare-solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Custom-Healthcare-solutions.svg) Healthcare Apps Development Tailored healthcare apps built around your workflows, patients, and care delivery goals.](https://www.daffodilsw.com/healthcare-app-development-company) [![Telemedicine-app-development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Telemedicine-app-development.svg) Telemedicine App Development Secure virtual care platforms that connect patients and providers anytime, anywhere.](https://www.daffodilsw.com/telemedicine-app-development) [![EHR-development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/EHR-development.svg) EMR/EHR Development Intelligent EMR/EHR systems that streamline clinical workflows and improve care coordination.](https://www.daffodilsw.com/healthcare/emr-ehr-software-development) [![Patient-Engagement-solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Patient-Engagement-solutions.svg) Patient Engagement Solutions Digital experiences that keep patients informed, connected, and actively engaged in their care journey.](https://www.daffodilsw.com/healthcare-software-development-company/patient-engagement-software) [![RPM](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/RPM.svg) RPM Solutions Remote patient monitoring solutions that enable proactive care beyond hospital walls.](https://www.daffodilsw.com/remote-patient-monitoring-solutions) [![Home-Care-Software-Development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Home-Care-Software-Development.svg) Home Care Software Development Smart home healthcare platforms that simplify caregiving, scheduling, and patient management.](https://www.daffodilsw.com/patient-engagement-software/home-care-software) [![AI-based-Healthcare-Solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/AI-based-Healthcare-Solutions.svg) AI-Based Healthcare Solutions AI-powered healthcare solutions that automate operations, enhance diagnostics, and improve patient outcomes.](https://www.daffodilsw.com/ai-solutions-for-healthcare) [![SaaS-Product-Development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/SaaS-Product-Development.svg) SaaS Product Development Scalable SaaS products engineered for rapid growth, seamless user experiences, and recurring revenue.](https://www.daffodilsw.com/saas-development-services) [![Software-Modernization](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Software-Modernization.svg) Software Modernization Modernize legacy systems with cloud-native architectures, better performance, and future-ready technology.](https://www.daffodilsw.com/application-modernization-services) [![Offshore-Development-Center-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Offshore-Development-Center-1.svg) Offshore Development Center Build a high-performing offshore development team that works as a seamless extension of your business.](https://www.daffodilsw.com/offshore-development-company) [![Hire-dedicated-developers](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Hire-dedicated-developers.svg) Hire Software Developers Access skilled developers on demand to accelerate product delivery and scale engineering capacity.](https://www.daffodilsw.com/hire-software-developers) [![CTO](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/CTO.svg) CTO as a Service Get strategic technology leadership and product direction without the cost of a full-time CTO.](https://www.daffodilsw.com/cto-as-a-service) [![POS-Solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/POS-Solutions.svg) POS Solutions Intelligent POS solutions that streamline billing, inventory, and customer experiences across retail operations.](https://www.daffodilsw.com/pos-software-development) [![Custom-Accounting-Solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Custom-Accounting-Solutions.svg) Custom Accounting Solutions Tailor-made accounting software designed to simplify financial operations and improve business visibility.](https://www.daffodilsw.com/finance/accounting-software-development) [![Stock-Trading-Platforms](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Stock-Trading-Platforms.svg) Stock Trading Platforms High-performance trading platforms built for secure, real-time, and seamless stock market transactions.](https://www.daffodilsw.com/banking/custom-trading-applications) [![Gold-Trading-Platforms](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Gold-Trading-Platforms.svg) Gold Trading Platforms Robust digital platforms for secure gold trading, portfolio management, and real-time market insights.](https://www.daffodilsw.com/case-study/developing-digital-gold-trading-platform) [![Insurtech-Solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Insurtech-Solutions.svg) Insurtech Solutions Innovative insurance technology solutions that automate processes and enhance customer experiences.](https://www.daffodilsw.com/fintech/insurance-software-development) [![eCommerce-app-development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/eCommerce-app-development.svg) eCommerce App Development Feature-rich eCommerce apps designed to deliver seamless shopping experiences across devices.](https://www.daffodilsw.com/ecommerce-app-development) [![D2C-commerce-solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/D2C-commerce-solutions.svg) D2C Commerce Solutions Direct-to-consumer commerce platforms that help brands drive engagement, loyalty, and sales growth.](https://www.daffodilsw.com/d2c-ecommerce-solutions) [![Marketplace-development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Marketplace-development.svg) Marketplace Development Scalable multi-vendor marketplace platforms built for smooth transactions and business expansion.](https://www.daffodilsw.com/ecommerce-marketplace-development) [![Retail-software-solutions](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Retail-software-solutions.svg) Retail Software Solutions End-to-end retail software solutions that optimize operations, inventory, and customer experiences.](https://www.daffodilsw.com/retail-software-development) [![Logistics-Software-development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Logistics-Software-development.svg) Travel Application Development Custom travel applications that simplify bookings, itineraries, and customer experiences.](https://www.daffodilsw.com/travel-application-development-services) [![Fleet-Asset-Management-Systems](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Fleet-Asset-Management-Systems.svg) Fleet & Asset Management Systems Smart fleet and asset management systems that improve tracking, utilization, and operational efficiency](https://www.daffodilsw.com/enterprise-asset-management-software-development) [![Ticketing-Fare-Management](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Ticketing-Fare-Management.svg) Ticketing & Fare Management Digital ticketing and fare management solutions built for seamless payments and transit operations.](https://www.daffodilsw.com/case-study/smart-eticketing-system-for-public-transport-chalo) [![OTT-Platform-Development](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/OTT-Platform-Development.svg) OTT Platform Development Build feature-rich OTT platforms that deliver seamless video streaming experiences across web, mobile, and smart devices.](https://www.daffodilsw.com/ott-application-development/) [![Live-Streaming-Applications](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Live-Streaming-Applications.svg) Live Streaming Applications Develop scalable live streaming applications with real-time broadcasting, low latency, and interactive user experiences.](https://www.daffodilsw.com/ott-applications/video-streaming-solution-development) [![Custom-CRM-Software-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Custom-CRM-Software-1.svg) CMS Solutions Create flexible, user-friendly CMS solutions that simplify content management and support seamless digital experiences.](https://www.daffodilsw.com/cms-development-services) [![CORE-Banking-Software](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/CORE-Banking-Software.svg) CORE Banking Software Develop secure, scalable core banking software that streamlines financial operations and enhances customer experiences.](https://www.daffodilsw.com/banking/custom-core-banking-solutions) [![Cloud-Banking-Software](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Cloud-Banking-Software.svg) Cloud Banking Software Build cloud-based banking solutions that improve agility, scalability, and operational efficiency for modern financial institutions.](https://www.daffodilsw.com/banking/cloud-banking-solutions) [![Loan-Management-Software](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Loan-Management-Software.svg) Loan Management Software Create intelligent loan management software to automate lending workflows, improve compliance, and accelerate loan processing.](https://www.daffodilsw.com/banking/loan-servicing-management-solutions) [![Inventory-Management-Systems](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Inventory-Management-Systems.svg) Inventory Management Systems Build intelligent inventory management systems that optimize stock control, streamline operations, and reduce inefficiencies.](https://www.daffodilsw.com/custom-inventory-management-software) [![POS-Systems](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/POS-Systems.svg) POS Systems Develop reliable POS systems that simplify transactions, improve customer experiences, and support business growth.](https://www.daffodilsw.com/pos-software-development) [![Restaurant-Management-Software](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Restaurant-Management-Software.svg) Restaurant Management Software Create comprehensive restaurant management software to streamline orders, inventory, billing, and daily operations.](https://www.daffodilsw.com/restaurant-app-development-company) [![Custom-CRM-Software-1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Custom-CRM-Software-1.svg) Custom CRM Software Design custom CRM software tailored to your workflows to improve customer engagement, sales tracking, and business efficiency.](https://www.daffodilsw.com/custom-crm-development-services) - [Client Success](https://www.daffodilsw.com/case-studies/) - Discover Daffodil [![About-Us](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/About-Us.svg) About US Discover who we are, what we build, and the values that drive our innovation journey.](https://www.daffodilsw.com/about) [![Partnership](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Partnership.svg) Partnerships Collaborate with us to create scalable technology solutions and shared business success.](https://www.daffodilsw.com/partners) [![Career-Culture](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Career-Culture.svg) Career & Culture Build your future with a team passionate about technology, innovation, and growth.](https://www.daffodilsw.com/career) [![layer1](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/layer1.svg) Leadership Meet the leaders shaping our vision, culture, and technology-driven growth](https://www.daffodilsw.com/leadership) [![Podcasts](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Podcasts.svg) Podcasts Explore conversations on technology, innovation, business trends, and digital transformation.](https://www.daffodilsw.com/tech-podcast) [![Insight-Blogs](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/Insight-Blogs.svg) Insights Blog Insights, trends, and expert perspectives from the world of technology and software engineering.](https://insights.daffodilsw.com/blog?_gl=1*10j6t2m*_gcl_au*MTM3ODg3ODU1OC4xNzgwOTExODA3*_ga*MTYwODQzMzE1LjE3ODA5MTE4MDc.*_ga_7SWNGM036V*czE3ODA5MTE4MDckbzEkZzEkdDE3ODA5MTkzNjQkajU3JGwwJGgw) [![CSR](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/menu/CSR.svg) Corporate Social Responsibility Driving meaningful social impact through responsible initiatives and community-focused programs.](https://www.daffodilsw.com/corporate-social-responsibility) ## Services ## Industries [Client Success](https://www.daffodilsw.com/case-studies/) ## Discover Daffodil ![Close](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/close.svg) [Get in Touch](https://www.daffodilsw.com/landing/software-development-estimate) ![blog header image.png](https://insights.daffodilsw.com/hubfs/Kartik/blog%20header%20image.png.jpg "blog header image.png") Curated Engineering Insights # [What The Future Holds For CloudOps In 2022](https://insights.daffodilsw.com/blog/what-the-future-holds-for-cloudops-in-2022) Dec 29, 2021 5:38:50 PM - [Tweet](https://twitter.com/share) ![blog banner (10)](https://insights.daffodilsw.com/hs-fs/hubfs/Allen/blog%20banner%20(10).jpg?width=700&name=blog%20banner%20(10).jpg) Discussions about the future of cloud implementation always involve the building and operating of DevOps platforms in cloud-native environments, which is also known as CloudOps. However, the proper know-how to fully grasp the long-term impact, challenges, and solutions of this technology are quite limited in the software industry. As enterprises are increasingly deploying more applications and data stores to the cloud, they are finding out that there are still many gaps in their understanding of CloudOps. Cloud deployments are increasingly becoming complex, especially when it comes to the two major paradigms of net-new cloud-native applications and lift-and-shift applications. Software industry enterprises have their ears to the ground to know what 2022 may look like for CloudOps implementation. In this article, we make an attempt to explore what challenges these enterprises may face in 2022 and what possible solutions they can opt for.  **The Major Future Directions For CloudOps** Enterprises adopting CloudOps must prepare their infrastructure to optimize applications running on the cloud. They must scale up to optimize the efficiency and reliability of their adopted cloud technologies. In the years to come, most of these enterprises will have to come to terms with the increasing complexity of CloudOps. They must contend with the following directions in which this technology might go: **1)Increasing Complexity** In the domain of cloud computing, an increase in complexity tends to slow or completely halt cloud-based workload deployments and operations. This is referred to as a complexity wall, which several enterprises are bound to hit in 2022. This is what several years of rapid movement to public cloud providers will be building up to. The movement to the cloud has been taking place without much consideration for common services such as security and monitoring systems. At the time of initial cloud adoption, organizations assumed that whatever technologies and dependencies they were adopting would remain bleeding-edge for at least a decade. However, they are at a point now wherein any number of new skills and tooling may not prepare them for the complexity wall of 2022. According to [Aptum's survey report](https://info.aptum.com/cloud-impact-study-1#whichcloud), about 62% of cloud operators cited growing technical complexity as a roadblock for carrying out successful digital transformation. **2)Insufficient Planning** Before an organization migrates its operations to the cloud, it must take due diligence in the planning process. Over the last decade, pioneering enterprises have made the move to the cloud without the faintest idea as to how they will operate and handle their data once fully migrated. A lack of prior planning translates to a lack of on-the-job coordination. In 2022, more organizations would have to simply add planning to the process of moving to or building on the cloud. They will need to have a set of Standard Operating Procedures (SOP) in place before they initiate their migration strategies. Net-new and migrated systems must be created with the end goal of resulting in better operations. An option they can go for is creating management APIs containing self-reporting data from cloud-based systems. **3) Key Trends Affecting The Future Of CloudOps** Leading enterprise pioneers have been looking into expanding their cloud operations expertise for CloudOps-related tools. Tools such as cloud management and monitoring, AI operations (AIOps), financial operations (FinOps) as well as related APIs and resource governance are gaining growing prominence. Amidst these growing trends, a number of key trends are coming into focus right now that are going to affect the future CloudOps. These are: - Lack of skills: There is a lack of sufficient know-how when it comes to technologies and CloudOps tools. Even basic operations such as system backups, runtime monitoring, and restarting cloud-based systems are not matched by the workforce in terms of skills. - Budget restrictions: While most of the funding is going into the actual migration to the cloud, supporting training requirements and technology spending is not up to the mark. - Atypical platforms: There have been constant innovations towards platforms being run in cloud-native environments. High-performance computing and quantum systems are examples of these emerging platforms. - Utility consumption models: On-premises data centers will become a thing of the past, as virtual machines become increasingly popular. Enterprises will pay for hardware and software as services on a pay-per-use basis. **Possible Solutions For Future Challenges** The immediate future landscape of CloudOps is easy to predict with the emerging changes in this domain that have been seen over the past decade or so. Both as a concept and a set of technological tools, CloudOps has presented organizations with challenges, forcing them to innovate and bring about the necessary changes to keep up. Here are a few solutions to some of the broader challenges: **1)Dealing with operational complexity**: Heterogeneous technology stacks involved in CloudOps often leave IT teams looking for options for the abstraction and automation of cloud adoption. Some of the most time-tested tools in the marketplace for reducing operational complexity include cloud management platforms and cloud service brokers. Opting for the right option is always based on how it will elevate an enterprise's ease of migration. **2)The use of AI and automation**: There aren't a whole lot of tools out there that can provide the scale of automation required by CloudOps in the future. Self-healing of cloud-native environments and databases will be the most popular application of AI in the near future. Diagnosing root causes of database failures as well as restarting databases is another important application that AI will see.  **3)Improving upon CloudOps skills**: While there are plenty of Cloud specialists in the market who can take care of most aspects of cloud migration, the future of CloudOps will need skills that are much more specialized than those available today. Staffers will look for skills that are based on database operations, security, migration, duplication, and so on. As entire enterprise systems shift to the cloud, we will see more new and specialized areas of expertise arrive on the scene. **ALSO READ:** [**DevOps vs. CloudOps: What's the Difference?**](https://insights.daffodilsw.com/blog/devops-vs-cloudops-whats-the-difference) **CloudOps Is Expected To Witness Exponential Growth** With cloud computing on track to become the most technology-heavy paradigm shift in IT, the industry is face to face with several challenges. The rapid acceleration of cloud migration and net-new development is sure to give a major boost to tools that facilitate the end-to-end processes involved in CloudOps. There are multitudes of approaches and tools to consider to properly implement CloudOps and its capabilities. You can begin exploring the options available today by booking [a free consultation](https://insights.daffodilsw.com/landing/free-consultation) with us. Topics: [CloudOps](https://insights.daffodilsw.com/blog/topic/cloudops) ![Allen Victor](https://insights.daffodilsw.com/hs-fs/hubfs/Allen/New%20Project.png?width=100&height=100&name=New%20Project.png) #### Written by [Allen Victor](https://insights.daffodilsw.com/blog/author/allen-victor) Writes content around viral technologies and strives to make them accessible for the layman. Follow his simplistic thought pieces that focus on software solutions for industry-specific pressure points. Previous Post [![previous_post_featured_image](https://insights.daffodilsw.com/hs-fs/hubfs/Allen/blog%20banner%20%289%29.jpg?width=360&height=154&name=blog%20banner%20%289%29.jpg)](https://insights.daffodilsw.com/blog/ai-in-banking-software-applications-challenges-involved) [AI in Banking Software: Applications & Challenges Involved](https://insights.daffodilsw.com/blog/ai-in-banking-software-applications-challenges-involved) Next Post [![next_post_featured_image](https://insights.daffodilsw.com/hs-fs/hubfs/Allen/blog%20banner%201.jpg?width=360&height=154&name=blog%20banner%201.jpg)](https://insights.daffodilsw.com/blog/how-devops-helps-banks-optimize-their-services) [How DevOps Helps Banks Optimize Their Services](https://insights.daffodilsw.com/blog/how-devops-helps-banks-optimize-their-services) ### Stay Ahead of the Curve with Our Weekly Tech Insights - Recent - Popular - Categories ### Lists by Topic - [Artificial Intelligence (200)](https://insights.daffodilsw.com/blog/topic/artificial-intelligence) - [Software Development (182)](https://insights.daffodilsw.com/blog/topic/software-development) - [Mobile App Development (169)](https://insights.daffodilsw.com/blog/topic/mobile-app-development) - [Healthcare (141)](https://insights.daffodilsw.com/blog/topic/healthcare) - [DevOps (80)](https://insights.daffodilsw.com/blog/topic/devops) - [Digital Commerce (64)](https://insights.daffodilsw.com/blog/topic/digital-commerce) - [Web Development (59)](https://insights.daffodilsw.com/blog/topic/web-development) - [CloudOps (54)](https://insights.daffodilsw.com/blog/topic/cloudops) - [Digital Transformation (37)](https://insights.daffodilsw.com/blog/topic/digital-transformation) - [Fintech (37)](https://insights.daffodilsw.com/blog/topic/fintech) - [Software Architecture (31)](https://insights.daffodilsw.com/blog/topic/software-architecture) - [UI/UX (31)](https://insights.daffodilsw.com/blog/topic/ui-ux) - [On - Demand Apps (26)](https://insights.daffodilsw.com/blog/topic/on-demand-apps) - [Internet of Things (IoT) (25)](https://insights.daffodilsw.com/blog/topic/internet-of-things-iot) - [Open Source (25)](https://insights.daffodilsw.com/blog/topic/open-source) - [Outsourcing (24)](https://insights.daffodilsw.com/blog/topic/outsourcing) - [Blockchain (22)](https://insights.daffodilsw.com/blog/topic/blockchain) - [Technology (22)](https://insights.daffodilsw.com/blog/topic/technology) - [Newsroom (21)](https://insights.daffodilsw.com/blog/topic/newsroom) - [Salesforce (21)](https://insights.daffodilsw.com/blog/topic/salesforce) - [Software Testing (21)](https://insights.daffodilsw.com/blog/topic/software-testing) - [StartUps (17)](https://insights.daffodilsw.com/blog/topic/startups) - [Customer Experience (15)](https://insights.daffodilsw.com/blog/topic/customer-experience) - [Voice User Interface (14)](https://insights.daffodilsw.com/blog/topic/voice-user-interface) - [Robotic Process Automation (13)](https://insights.daffodilsw.com/blog/topic/robotic-process-automation) - [Javascript (11)](https://insights.daffodilsw.com/blog/topic/javascript) - [OTT Apps (11)](https://insights.daffodilsw.com/blog/topic/ott-apps) - [Big Data (10)](https://insights.daffodilsw.com/blog/topic/big-data) - [Business Intelligence (10)](https://insights.daffodilsw.com/blog/topic/business-intelligence) - [Data Enrichment (10)](https://insights.daffodilsw.com/blog/topic/data-enrichment) - [Infographic (10)](https://insights.daffodilsw.com/blog/topic/infographic) - [Education (9)](https://insights.daffodilsw.com/blog/topic/education) - [Microsoft (6)](https://insights.daffodilsw.com/blog/topic/microsoft) - [Real Estate (5)](https://insights.daffodilsw.com/blog/topic/real-estate) - [Banking (4)](https://insights.daffodilsw.com/blog/topic/banking) - [Game Development (4)](https://insights.daffodilsw.com/blog/topic/game-development) - [Agentic AI (3)](https://insights.daffodilsw.com/blog/topic/agentic-ai) - [Enterprise Mobility (3)](https://insights.daffodilsw.com/blog/topic/enterprise-mobility) - [Hospitality (3)](https://insights.daffodilsw.com/blog/topic/hospitality) - [Coding (2)](https://insights.daffodilsw.com/blog/topic/coding) - [Generative AI (2)](https://insights.daffodilsw.com/blog/topic/generative-ai) - [eLearning (2)](https://insights.daffodilsw.com/blog/topic/elearning) - [Context Engineering (1)](https://insights.daffodilsw.com/blog/topic/context-engineering) - [Public Sector (1)](https://insights.daffodilsw.com/blog/topic/public-sector) - [Software Engineering (1)](https://insights.daffodilsw.com/blog/topic/software-engineering) - [cloud migration (1)](https://insights.daffodilsw.com/blog/topic/cloud-migration) - [database migration (1)](https://insights.daffodilsw.com/blog/topic/database-migration) see all ### Posts by Topic - [Artificial Intelligence (200)](https://insights.daffodilsw.com/blog/topic/artificial-intelligence) - [Software Development (182)](https://insights.daffodilsw.com/blog/topic/software-development) - [Mobile App Development (169)](https://insights.daffodilsw.com/blog/topic/mobile-app-development) - [Healthcare (141)](https://insights.daffodilsw.com/blog/topic/healthcare) - [DevOps (80)](https://insights.daffodilsw.com/blog/topic/devops) - [Digital Commerce (64)](https://insights.daffodilsw.com/blog/topic/digital-commerce) - [Web Development (59)](https://insights.daffodilsw.com/blog/topic/web-development) - [CloudOps (54)](https://insights.daffodilsw.com/blog/topic/cloudops) - [Digital Transformation (37)](https://insights.daffodilsw.com/blog/topic/digital-transformation) - [Fintech (37)](https://insights.daffodilsw.com/blog/topic/fintech) - [Software Architecture (31)](https://insights.daffodilsw.com/blog/topic/software-architecture) - [UI/UX (31)](https://insights.daffodilsw.com/blog/topic/ui-ux) - [On - Demand Apps (26)](https://insights.daffodilsw.com/blog/topic/on-demand-apps) - [Internet of Things (IoT) (25)](https://insights.daffodilsw.com/blog/topic/internet-of-things-iot) - [Open Source (25)](https://insights.daffodilsw.com/blog/topic/open-source) - [Outsourcing (24)](https://insights.daffodilsw.com/blog/topic/outsourcing) - [Blockchain (22)](https://insights.daffodilsw.com/blog/topic/blockchain) - [Technology (22)](https://insights.daffodilsw.com/blog/topic/technology) - [Newsroom (21)](https://insights.daffodilsw.com/blog/topic/newsroom) - [Salesforce (21)](https://insights.daffodilsw.com/blog/topic/salesforce) - [Software Testing (21)](https://insights.daffodilsw.com/blog/topic/software-testing) - [StartUps (17)](https://insights.daffodilsw.com/blog/topic/startups) - [Customer Experience (15)](https://insights.daffodilsw.com/blog/topic/customer-experience) - [Voice User Interface (14)](https://insights.daffodilsw.com/blog/topic/voice-user-interface) - [Robotic Process Automation (13)](https://insights.daffodilsw.com/blog/topic/robotic-process-automation) - [Javascript (11)](https://insights.daffodilsw.com/blog/topic/javascript) - [OTT Apps (11)](https://insights.daffodilsw.com/blog/topic/ott-apps) - [Big Data (10)](https://insights.daffodilsw.com/blog/topic/big-data) - [Business Intelligence (10)](https://insights.daffodilsw.com/blog/topic/business-intelligence) - [Data Enrichment (10)](https://insights.daffodilsw.com/blog/topic/data-enrichment) - [Infographic (10)](https://insights.daffodilsw.com/blog/topic/infographic) - [Education (9)](https://insights.daffodilsw.com/blog/topic/education) - [Microsoft (6)](https://insights.daffodilsw.com/blog/topic/microsoft) - [Real Estate (5)](https://insights.daffodilsw.com/blog/topic/real-estate) - [Banking (4)](https://insights.daffodilsw.com/blog/topic/banking) - [Game Development (4)](https://insights.daffodilsw.com/blog/topic/game-development) - [Agentic AI (3)](https://insights.daffodilsw.com/blog/topic/agentic-ai) - [Enterprise Mobility (3)](https://insights.daffodilsw.com/blog/topic/enterprise-mobility) - [Hospitality (3)](https://insights.daffodilsw.com/blog/topic/hospitality) - [Coding (2)](https://insights.daffodilsw.com/blog/topic/coding) - [Generative AI (2)](https://insights.daffodilsw.com/blog/topic/generative-ai) - [eLearning (2)](https://insights.daffodilsw.com/blog/topic/elearning) - [Context Engineering (1)](https://insights.daffodilsw.com/blog/topic/context-engineering) - [Public Sector (1)](https://insights.daffodilsw.com/blog/topic/public-sector) - [Software Engineering (1)](https://insights.daffodilsw.com/blog/topic/software-engineering) - [cloud migration (1)](https://insights.daffodilsw.com/blog/topic/cloud-migration) - [database migration (1)](https://insights.daffodilsw.com/blog/topic/database-migration) see all topics ### Elevate Your Software Project, Let's Talk Now ### Delaware, USA 3500, South Dupont Highway Dover, DE 19901 USA Contact +1 518 676 2958 ### London, UK 124 City Road, EC1V 2NX, London, UK Contact +1 518 676 2958 ### Dubai, UAE 407- 412, Clover Bay Tower, Business Bay, Dubai, UAE Contact +1 518 676 2958 ### Gurugram, India 9th Floor, Tower B1, DLF SEZ Silokhera, Sec 30, Gurgaon 122001 Contact +91 124 681 7000 --- Discover Daffodil - [About Us](https://www.daffodilsw.com/about) - [Leadership](https://www.daffodilsw.com/leadership) - [Partners](https://www.daffodilsw.com/partners) - [Career & culture](https://www.daffodilsw.com/career) - [Corporate social responsibility](https://www.daffodilsw.com/corporate-social-responsibility) - [Daffodil Software Reviews](https://www.daffodilsw.com/daffodil-software-reviews) - [Privacy Policy](https://www.daffodilsw.com/privacy-policy) Industries - [Healthcare](https://www.daffodilsw.com/healthcare-software-development-services) - [Software technology](https://www.daffodilsw.com/software-development-services) - [Fintech](https://www.daffodilsw.com/fintech-software-development) - [Banking](https://www.daffodilsw.com/banking-it-services) - [Real Estate](https://www.daffodilsw.com/real-estate-software-development-solutions) - [Travel & Logistics](https://www.daffodilsw.com/travel-application-development-services) - [Public Sector](https://www.daffodilsw.com/it-solutions-for-public-sector) - [Media & Entertainment](https://www.daffodilsw.com/media-and-entertainment-software-solutions) - [Food & Beverages](https://www.daffodilsw.com/industries/food-and-beverages-software-solutions) Services - [Software Engineering Services](https://www.daffodilsw.com/software-engineering-services) - [Product Discovery Services](https://www.daffodilsw.com/product-discovery-services) - [Software Development Services](https://www.daffodilsw.com/software-development-services) - [Software Testing Services](https://www.daffodilsw.com/software-testing-services) - [Managed Cloud Services](https://www.daffodilsw.com/managed-cloud-services) - [Software Support & Maintenance](https://www.daffodilsw.com/software-maintenance-and-support-services) - [Smart Teams](https://www.daffodilsw.com/smart-teams) - [Hire Software Developers](https://www.daffodilsw.com/hire-dedicated-developers) - [Technology Consulting](https://www.daffodilsw.com/software-consulting-services) - [Robotic Process Automation](https://www.daffodilsw.com/software-development-services/enterprise-it-solutions/robotic-process-automation) - [Legacy Modernisation](https://www.daffodilsw.com/software-reengineering-services) - [Enterprise Mobility Services](https://www.daffodilsw.com/enterprise-mobility-services) Domain Expertise - [Mobile App Development](https://www.daffodilsw.com/mobile-app-development-company) - [UI/UX Design Services](https://www.daffodilsw.com/ui-ux-design-services) - [DevOps](https://www.daffodilsw.com/devops-services) - [Cloud Services](https://www.daffodilsw.com/cloud-application-development-services) - [Artificial Intelligence](https://www.daffodilsw.com/ai-development-services) - [Digital Commerce Solutions](https://www.daffodilsw.com/ecommerce-development-services) - [IoT Solutions](https://www.daffodilsw.com/iot-application-development) - [eLearning Solutions](https://www.daffodilsw.com/custom-elearning-software-development) - [Business Intelligence](https://www.daffodilsw.com/business-intelligence-services) - [Performance Marketing](https://www.daffodilsw.com/digital-marketing-services) - [Data Enrichment](https://www.daffodilsw.com/data-enrichment-services) - [OTT Platforms](https://www.daffodilsw.com/ott-application-development) - [Managed IT Services](https://www.daffodilsw.com/managed-it-services) - [Application Security](https://www.daffodilsw.com/application-security-services) Follow Us On - [![facebook](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/footer/facebook.svg)![social-icons](https://ce69fdd4.delivery.rocketcdn.me/wp-content/uploads/2025/09/facebook.svg)](https://www.facebook.com/daffodilsw) - [![linkedin](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/footer/linkedin.svg)![social-icons](https://ce69fdd4.delivery.rocketcdn.me/wp-content/uploads/2025/09/linkedin.svg)](https://www.linkedin.com/company/daffodil-software-ltd-) - ![youtube](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/footer/youtube.svg)[![social-icons](https://ce69fdd4.delivery.rocketcdn.me/wp-content/uploads/2025/09/youtube.svg)](https://www.youtube.com/channel/UC_FIqVM3B0RJLY1HtpAdRPw/videos) - [![x](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/footer/x.svg)![social-icons](https://ce69fdd4.delivery.rocketcdn.me/wp-content/uploads/2025/09/x.svg)](https://twitter.com/daffodilsw) Get In Touch E-mail us at: [info@daffodilsw.com](mailto:info@daffodilsw.com) [![ftr-daffodil-logo](https://insights.daffodilsw.com/hs-fs/hubfs/Deffodil-2026/Images/Global/footer/ftr-daffodil-logo.png?width=141&height=43&name=ftr-daffodil-logo.png)](https://www.daffodilsw.com/) ![CMMI-Level-3](https://insights.daffodilsw.com/hubfs/Deffodil-2026/Images/Global/footer/CMMI-Level-3.svg)![](https://ce69fdd4.delivery.rocketcdn.me/wp-content/uploads/2025/09/CMMI-Level-3.svg) A CMMI level 3 Company © Daffodil Unthinkable Software Corp. 2026 - All Rights Reserved ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Allen Victor", "url" : "https://insights.daffodilsw.com/blog/author/allen-victor" }, "dateModified" : "2021-12-29T12:08:50.923Z", "datePublished" : "2021-12-29T12:08:50.000Z", "headline" : "What The Future Holds For CloudOps In 2022", "image" : [ "https://insights.daffodilsw.com/hubfs/Allen/blog%20banner%20%2810%29.jpg" ], "mainEntityOfPage" : { "@id" : "https://insights.daffodilsw.com/blog/what-the-future-holds-for-cloudops-in-2022", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://insights.daffodilsw.com/hubfs/daffodil-logo-ppc.png" }, "name" : "Daffodil Software Private Limited" } } ``` ```json { "@context" : "http://schema.org", "@type" : "Organization", "address" : { "@type" : "PostalAddress", "addressCountry" : "", "addressLocality" : "Dover", "addressRegion" : "DE", "postalCode" : "", "streetAddress" : "3500, South Dupont Highway " }, "alternateName" : "Daffodil Software", "areaServed" : { "@type" : "GeoCircle", "geoMidpoint" : { "@type" : "GeoCoordinates", "latitude" : "+42.9127243", "longitude" : "-85.75507619999996" }, "geoRadius" : "150 km" }, "description" : "Daffodil Software is a software product engineering and team augmentation partner to 80+ organizations across the globe. Leverage our expertise in cutting edge technologies and our developmental excellence to build robust and scalable software products in optimum time and costs. Contact Now!", "email" : "info@daffodilsw.com", "image" : "www.daffodilsw.com/wp-content/uploads/2018/05/logo@2x.png", "logo" : "https://appdevelopment.daffodilsw.com/hubfs/new-daffodilsw/logo@2x.png", "mainEntityOfPage" : { "@id" : "https://insights.daffodilsw.com/blog/what-the-future-holds-for-cloudops-in-2022", "@type" : "WebPage", "description" : "Read on to know how enterprises are finding out that there are still many gaps in their understanding of CloudOps for 2022." }, "name" : "Daffodil Unthinkable Software Corp", "sameAs" : [ "https://www.facebook.com/daffodilsw", "https://twitter.com/daffodilsw", "https://www.linkedin.com/company/daffodil-software-ltd-/", "https://www.youtube.com/channel/UC_FIqVM3B0RJLY1HtpAdRPw/videos", "https://plus.google.com/+DaffodilSoftwareLtdGurgaon" ], "telephone" : "", "url" : "http://www.daffodilsw.com" } ``` ```json { "@context" : "http://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Allen Victor" }, "dateModified" : "December 29, 2021, 12:08:50 PM", "datePublished" : "2021-12-29 12:08:50", "description" : "Read on to know how enterprises are finding out that there are still many gaps in their understanding of CloudOps for 2022.", "headline" : "What The Future Holds For CloudOps In 2022", "image" : { "@type" : "ImageObject", "url" : "https://insights.daffodilsw.com/hubfs/Allen/blog%20banner%20%2810%29.jpg" }, "mainEntityOfPage" : { "@id" : "https://insights.daffodilsw.com/blog/what-the-future-holds-for-cloudops-in-2022", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://appdevelopment.daffodilsw.com/hubfs/new-daffodilsw/logo@2x.png" }, "name" : "Daffodil Unthinkable Software Corp" } } ```