--- title: InCycle Software's Application Modernization and DevOps Blog description: Learn about Azure Application Modernization, Data Analytics, and DevOps trends, strategies and current events. --- [![InCycle_Large.png](https://blogs.incyclesoftware.com/hs-fs/hubfs/InCycle_Large.png?width=320&height=99&name=InCycle_Large.png "InCycle_Large.png")](https://www.incyclesoftware.com/) - Expertise - App Modernization & Innovation - [Approach & Success Guide](https://www.incyclesoftware.com/application-modernization-services) - [Cloud Adoption Strategy & Roadmap](https://www.incyclesoftware.com/azure-cloud-adoption-strategy-and-roadmap) - [Application Portfolio Management & Rationalization](https://www.incyclesoftware.com/application-portfolio-management-rationalization-accelerator) - [App Containerization ](https://www.incyclesoftware.com/azure-app-service-containerization) - [Containerization with Azure Red Hat OpenShift (ARO)](https://www.incyclesoftware.com/app-containerization-with-azure-red-hat-openshift-aro) - [.Net App Modernization](https://www.incyclesoftware.com/net-app-modernization-with-azure-app-services-sql-db) - [Windows Server Migration](https://www.incyclesoftware.com/windows-server-migration-to-azure) - [App Mod Team Briefing](https://www.incyclesoftware.com/cloud-strategy-briefing) - Data & Artificial Intelligence (AI) - [Agentic AI](https://www.incyclesoftware.com/agentic-ai) - [Data, Analytics & AI Services](https://www.incyclesoftware.com/azure-data-and-ai#data-ai-services) - [Data Migration](https://www.incyclesoftware.com/azure-data-and-ai#data-migration) - [Data Pipeline](https://www.incyclesoftware.com/azure-data-and-ai#data-pipeline) - [Machine Learning](https://www.incyclesoftware.com/azure-data-and-ai#machine-learning) - [Business Intelligence](https://www.incyclesoftware.com/azure-data-and-ai#business-intelligence) - [Cognitive Services](https://www.incyclesoftware.com/azure-data-and-ai#cognitive-services) - [Data/ML/AI Team Briefing](https://www.incyclesoftware.com/data-ai-mlops-briefing) - [GenAI Innovation Accelerator](https://www.incyclesoftware.com/genai-innovation-accelerator) - [GenAI Solution Accelerators](https://www.incyclesoftware.com/azure-gen-ai-accelerators) - Modern Engineering & Advanced DevOps - [GitHub Partner Services](https://www.incyclesoftware.com/github-partner-services) - [GitHub Migration & Modernization](https://www.incyclesoftware.com/github-migration-and-repo-modernization) - [Agentic DevOps](https://www.incyclesoftware.com/github-agentic-devops) - [GitHub Accelerator](https://www.incyclesoftware.com/devops-app-modernization-with-github-azure) - [GitHub and/or Azure DevOps Strategy Session](https://www.incyclesoftware.com/github-azure-devops-strategy) - [Platform Engineering Webinar On Demand](https://www.incyclesoftware.com/azure-platform-engineering-webinar-demo) - [Platform Engineering Accelerator](https://www.incyclesoftware.com/azure-platform-engineering) - [Agile Transformation](https://www.incyclesoftware.com/agile-transformation) - Modern Governance - [Modern Enterprise & Cloud Governance Accelerator](https://www.incyclesoftware.com/modern-enterprise-and-cloud-governance-accelerator) - [Modern Enterprise & Cloud Governance Webinar On Demand](https://www.incyclesoftware.com/modern-enterprise-and-cloud-governance-webinar-demo) - [Enterprise Azure Governance Playbook](https://www.incyclesoftware.com/enterprise-azure-governance-playbook) - [Governance Team Briefing](https://www.incyclesoftware.com/operationalizing-cloud-services-briefing) - [Governance Blog Serries](https://blogs.incyclesoftware.com/enterprise-azure-governance) - [AKS Policy Pack - Free Download](https://www.incyclesoftware.com/azure-kubernetes-service-aks-governance-policy-pack) - Getting Started & Tools - ["Smart Start" your Project](https://www.incyclesoftware.com/microsoft-azure-smart-start-for-app-modernization) - [Azure "App of the Future"](https://www.incyclesoftware.com/azure-app-of-the-future) - [Azure Migration & Modernization Program](https://www.incyclesoftware.com/azure-migrate-and-modernize-azure-innovate) - [Azure Innovate Program](https://www.incyclesoftware.com/azure-migrate-and-modernize-azure-innovate) - [DevOps ROI Calculator](https://www.incyclesoftware.com/devops-roi-calculator) - [Fabric Fast Start](https://www.incyclesoftware.com/microsoft-fabric-fast-start) - [GitHub Migration Roadmap](https://www.incyclesoftware.com/github-migration-roadmap) - [Agentic AI Strategy](https://www.incyclesoftware.com/agentic-ai-strategy) - [Download "The Ultimate Guide to GitHub"](https://www.incyclesoftware.com/ultimate-guide-to-github-adoption) - Industries - [Financial Services](https://www.incyclesoftware.com/azure-financial-services-consulting-partner) - [Healthcare](https://www.incyclesoftware.com/azure-healthcare-consulting-partner) - [Manufacturing](https://www.incyclesoftware.com/azure-manufacturing-consulting-partner) - [Media & Entertainment](https://www.incyclesoftware.com/azure-media-and-entertainment-consulting-partner) - [Independent Software Vendors (ISVs)](https://www.incyclesoftware.com/azure-isv-consulting-partner) - Company - [About](https://www.incyclesoftware.com/about-incycle-software) - [Why InCycle?](https://www.incyclesoftware.com/why-incycle) - [Success Stories](https://www.incyclesoftware.com/customer-success-stories) - [Digital Innovation Platform](https://www.incyclesoftware.com/digital-innovation-accelerator) - [Partners](https://www.incyclesoftware.com/partners) - [Webinars & Workshops](https://www.incyclesoftware.com/webinars-and-workshops) - [Careers](https://www.incyclesoftware.com/careers) - [Privacy](https://www.incyclesoftware.com/privacy) - [Blog](https://blogs.incyclesoftware.com) - [Contact](https://www.incyclesoftware.com/contact) # InCycle Software Blog [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/GitHub%20UBB%20Management%20and%20Control-1.png)](https://blogs.incyclesoftware.com/github-copilot-usage-based-billing-cost-control) ### [GitHub Copilot Usage-Based Billing: How to Forecast Costs, Govern AI ...](https://blogs.incyclesoftware.com/github-copilot-usage-based-billing-cost-control) - ** InCycle - ** July 23, 2026 - **[GitHub](https://blogs.incyclesoftware.com/topic/github) How to maximize AI-powered developer productivity while maintaining visibility, accountability, and cost control. On June 1, 2026, GitHub officially shifted Copilot ... [READ MORE](https://blogs.incyclesoftware.com/github-copilot-usage-based-billing-cost-control) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/photographic%20A%20vibrant%20office%20space%20is%20depicted%20showcasing%20professionals%20engaged%20in%20celebration%20for%20winning%20Microsoft%20partner%20of%20the%20year%20award%20Bright-3.png)](https://blogs.incyclesoftware.com/incycle-wins-prestigious-microsoft-global-partner-of-the-year-award) ### [InCycle Wins Prestigious Microsoft Global Partner of the Year Award](https://blogs.incyclesoftware.com/incycle-wins-prestigious-microsoft-global-partner-of-the-year-award) - ** InCycle - ** November 12, 2025 - **[GitHub](https://blogs.incyclesoftware.com/topic/github) Leading the AI-First Future: InCycle Wins Microsoft’s Top Developer Productivity Honor InCycle Software Secures Microsoft Award for AI-Driven Enterprise Transformations ... [READ MORE](https://blogs.incyclesoftware.com/incycle-wins-prestigious-microsoft-global-partner-of-the-year-award) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/IT%20executives%20are%20pleased%20get%20their%20Elevate%20App%20Modernization%20questions%20answered-1.png)](https://blogs.incyclesoftware.com/top-five-questions-on-elevate-for-app-modernization) ### [Top 5 Questions On Elevate for App Modernization](https://blogs.incyclesoftware.com/top-five-questions-on-elevate-for-app-modernization) - ** InCycle - ** November 06, 2025 - **[App Modernization](https://blogs.incyclesoftware.com/topic/app-modernization) After publishing our five-part series on Elevate, we received a wave of interest from organizations eager to modernize, scale, and innovate faster. But with that ... [READ MORE](https://blogs.incyclesoftware.com/top-five-questions-on-elevate-for-app-modernization) [![](https://blogs.incyclesoftware.com/hubfs/InCycle%20Universe%202025%20GitHub%20Migration%20Partner.png)](https://blogs.incyclesoftware.com/github-universe-2025-top-announcements) ### [GitHub Universe 2025 Top Announcements](https://blogs.incyclesoftware.com/github-universe-2025-top-announcements) - ** InCycle - ** November 04, 2025 - **[GitHub](https://blogs.incyclesoftware.com/topic/github) 🔧 1. Agent HQ: Mission Control for AI Development [READ MORE](https://blogs.incyclesoftware.com/github-universe-2025-top-announcements) [![](https://blogs.incyclesoftware.com/hubfs/InCycle%20Team%20Universe%202025-2..jpg)](https://blogs.incyclesoftware.com/github-universe-2025-halftime-report) ### [GitHub Universe 2025 Halftime Report](https://blogs.incyclesoftware.com/github-universe-2025-halftime-report) - ** InCycle - ** October 28, 2025 - **[GitHub](https://blogs.incyclesoftware.com/topic/github) GitHub Universe 2025 Dates: October 28–29, 2025 Location: Fort Mason Center for Arts & Culture, San Francisco, CA Participating Team: InCycle Software [READ MORE](https://blogs.incyclesoftware.com/github-universe-2025-halftime-report) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/IT%20executive%20releived%20to%20realize%20that%20they%20can%20scale%20innovation%20with%20Assited%20Engineering%20for%20GenAI%20With%20this%20approach%20theyll%20acheive%20all%20their%20AI%20goal-1.png)](https://blogs.incyclesoftware.com/frontier-teams-scale-innovation-with-assisted-engineering-for-gen-ai) ### [Frontier Teams Scale Innovation with Assisted Engineering for GenAI](https://blogs.incyclesoftware.com/frontier-teams-scale-innovation-with-assisted-engineering-for-gen-ai) - ** InCycle - ** October 14, 2025 - **[Innovation](https://blogs.incyclesoftware.com/topic/innovation) Artificial Intelligence is no longer a distant promise—it’s a present-day imperative. From customer service to product design, AI is transforming how businesses operate, ... [READ MORE](https://blogs.incyclesoftware.com/frontier-teams-scale-innovation-with-assisted-engineering-for-gen-ai) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/IT%20executives%20motivated%20to%20learn%20that%20the%20gap%20between%20strategy%20and%20exeution%20is%20wide%20but%20can%20be%20eliminated%20with%20AI%20%20Assisted%20Engineering.png)](https://blogs.incyclesoftware.com/closing-the-gap-between-strategy-and-executing-with-ai-and-assisted-engineering) ### [Closing the Gap Between Strategy and Executing with AI & Assisted ...](https://blogs.incyclesoftware.com/closing-the-gap-between-strategy-and-executing-with-ai-and-assisted-engineering) - ** InCycle - ** October 13, 2025 - **[GenAI](https://blogs.incyclesoftware.com/topic/genai) Modernization strategies often look great on paper. You’ve identified the right workloads, aligned with business goals, and mapped out a high-level roadmap. But then ... [READ MORE](https://blogs.incyclesoftware.com/closing-the-gap-between-strategy-and-executing-with-ai-and-assisted-engineering) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/IT%20team%20realizing%20accelerating%20GenAI%20adoption%20with%20InCycles%20Accelerator%20Platform%20is%20key%20to%20success-1.png)](https://blogs.incyclesoftware.com/accelerating-gen-ai-adoption-with-incycles-accelerator-platform) ### [Accelerating GenAI Adoption with InCycle’s Accelerator Platform](https://blogs.incyclesoftware.com/accelerating-gen-ai-adoption-with-incycles-accelerator-platform) - ** InCycle - ** October 07, 2025 - **[GenAI](https://blogs.incyclesoftware.com/topic/genai) Over the past four posts, we’ve explored the transformative potential of GenAI, the common pitfalls of scaling beyond proof-of-concept, the foundational role of platform ... [READ MORE](https://blogs.incyclesoftware.com/accelerating-gen-ai-adoption-with-incycles-accelerator-platform) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/Team%20of%20software%20Developers%20seeking%20to%20accelerate%20app%20modernization%20with%20Platform%20Engineering%20and%20TemplateDriven%20Delivery.png)](https://blogs.incyclesoftware.com/platform-engineering-and-template-driven-delivery) ### [Platform Engineering and Template-Driven Delivery](https://blogs.incyclesoftware.com/platform-engineering-and-template-driven-delivery) - ** InCycle - ** October 07, 2025 - **[Innovation](https://blogs.incyclesoftware.com/topic/innovation) In the first two posts of this series, we explored the urgency of modernization and how the Innovation Accelerator helps organizations prioritize what to modernize. But ... [READ MORE](https://blogs.incyclesoftware.com/platform-engineering-and-template-driven-delivery) [![](https://blogs.incyclesoftware.com/hubfs/AI-Generated%20Media/Images/Mix%20of%20executives%20and%20developers%20trying%20to%20ID%20the%20best%20GenAI%20use%20cases%20for%20maximum%20ROI.png)](https://blogs.incyclesoftware.com/identifying-and-designing-gen-ai-use-cases-for-maximum-roi) ### [Identifying & Designing GenAI Use Cases for Maximum ROI](https://blogs.incyclesoftware.com/identifying-and-designing-gen-ai-use-cases-for-maximum-roi) - ** InCycle - ** October 07, 2025 - **[GenAI](https://blogs.incyclesoftware.com/topic/genai) In the GenAI journey, identifying the right use cases is where strategy meets execution. It’s the moment when “what’s possible” becomes “what’s valuable.” But not all ... [READ MORE](https://blogs.incyclesoftware.com/identifying-and-designing-gen-ai-use-cases-for-maximum-roi) - [**](https://blogs.incyclesoftware.com/page/0) - [1](https://blogs.incyclesoftware.com) - [2](https://blogs.incyclesoftware.com/page/2) - [3](https://blogs.incyclesoftware.com/page/3) - [4](https://blogs.incyclesoftware.com/page/4) - [5](https://blogs.incyclesoftware.com/page/5) - [**](https://blogs.incyclesoftware.com/page/2) ### Subscribe to Blog ### ![Partners Awards List - 2021](https://blogs.incyclesoftware.com/hs-fs/hubfs/PoY%20Award%202021/Partners%20Awards%20List%20-%202021.png?width=765&name=Partners%20Awards%20List%20-%202021.png) ### About this blog Since 2002, InCycle has been providing challenging thought leadership to help customers successfully combine modern application designs, IT platforms and DevOps practices to achieve new levels of success. As a leader in app modernization, these blogs are written by our expert consultants and provide useful information to help on your journey to the cloud and better software. Happy reading! ### Azure Governance Playbook FREE guidance & tools to complete governance transformation. 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