# Blog
- [Build vs Buy for AI in IT: The Fifth Stage](/blog/build-vs-buy-for-ai-in-it-the-fifth-stage) (2026-07-27): After speaking with IT leaders across companies of all sizes, I noticed something interesting: almost everyone goes through the same journey when adopting AI for IT. It starts with experimentation, moves through buying and building, and eventually reaches a question that’s much harder than it first appears: Build or buy?
- [The 2026 ITSM Playbook: 3 Parameters Every IT Leader Must Know Before Their Next AI Decision](/blog/ai-native-itsm-2026-three-parameters-it-leaders) (2026-05-08): Most IT leaders are about to make the wrong AI decision. Not because they aren't smart, but because they're running a 2022 playbook in a 2026 market.
- [How Harmony Automates Repetitive Helpdesk Tasks (and you should too)](/blog/how-harmony-automates-repetitive-helpdesk-tasks) (2026-04-17): Your IT agents are smart, capable people. And right now, they're spending their morning copy-pasting reset instructions and manually triaging tickets that a well-configured system could handle in seconds.
- [Top AI Agent Solutions for IT in 2026](/blog/top-ai-agent-solutions-for-it-in-2026) (2026-04-08): AI agents have moved from pilot projects to production-grade IT automation. Here's how the leading platforms stack up in 2026 - and what to look for when choosing one for your organization
- [The SaaS Sprawl Problem: The Real Cost of Shadow IT](/blog/the-saas-sprawl-problem-the-real-cost-of-shadow-it) (2026-04-03): A PM signs up for a free trial. The trial converts. The team grows. Finance never finds out. This is shadow IT at scale - and it's quietly costing your organization more than you think.
- [Stop Building, Start Scaling: A Manager’s Guide to Out-of-the-Box IT Automation](/blog/stop-building-start-scaling-a-managers-guide-to-out-of-the-box-it-automation) (2026-03-17): Your team wasn't hired to reset passwords. Here's how out-of-the-box IT automation reclaims their time — starting on day one.
- [Your IT Team Missed the AI Revolution. Here's Why.](/blog/your-it-team-missed-the-ai-revolution-heres-why) (2026-03-12): Hundreds of sysadmins shared their best AI use cases. The results were encouraging - and a little frustrating
- [ITSM in the Prehistoric Vs. The Agentic-AI Era](/blog/itsm-in-the-prehistoric-era-vs-the-agentic-ai-era) (2026-03-05): A plain-English guide to what ITSM actually is and how it's being reinvented in the Agentic-AI era from the ground up
- [Why Enterprise AI Projects Fail: The $1M LLM Wrapper Problem](/blog/enterprise-it-ai-wrapper-problem) (2026-02-17): Seven figures spent, six months of consulting, and a 47-page roadmap. The deliverable? ChatGPT with a company logo. Here's why most enterprise AI deployments fail and what actually works
- [How AI Changes the Way IT Teams Think About Access Management](/blog/ai-changes-access-management-thinking) (2026-02-10): How AI Changes the Way IT Teams Think About Access Management
- [The ROI of Autonomous Enterprise Service Management: Measuring Impact Beyond IT Time Saved](/blog/roi-autonomous-esm-beyond-it-time) (2026-02-04): For years, the promise of Enterprise Service Management (ESM) has been framed in a familiar way: save IT time. Fewer tickets. Faster resolutions. Lower operational costs.
- [The IT Workflow Builder Paradox: Why IT Automation Tools Create Work Instead of Eliminating It](/blog/it-workflow-builder-paradox) (2026-01-27): A sysadmin asked on Reddit last month: "Anyone actually running an AI service desk beyond a basic chatbot?"
- [The Hidden Cost of Manual IT Work: Context Switching, Backlogs, and Burnout](/blog/the-hidden-cost-of-manual-it-work) (2026-01-21): Manual IT work has a way of disguising itself as a necessary evil. Reset a password. Triage a ticket. Update an access list. Chase an approval. Copy/paste the same fields into three systems. Answer the same question in Slack for the fifth time today.
- [The Non-Intelligent Knowledge Base](/blog/the-non-intelligent-knowledge-base) (2026-01-15): Across most organizations, 20–30% of IT and HR tickets are knowledge base related. These aren’t complex edge cases - they’re repeat questions, known issues, and policy clarifications that should already be documented.
- [Make the Simple Things in IT Simple](/blog/make-the-simple-things-in-it-simple) (2026-01-05): Most IT support volume isn't addressing complex problems; it's the same basic issues, repeated. The opportunity isn't more complex workflows, it's making the simple things truly simple, and out of the box.
- [Why AI Ticketing is the Future of IT Support in 2026](/blog/ai-ticketing-future-it-support) (2025-11-20): Imagine a world where IT issues are solved instantly by AI. Current IT support systems are slow and prone to errors. But change is underway: AI ticketing platforms analyze requests in milliseconds, route them precisely, and resolve repetitive incidents automatically.
- [We Analyzed Millions of IT Tickets. Here's What We Learned](/blog/it-ticket-analysis-automation-potential) (2025-11-08): We've seen it firsthand. When we started Harmony, we had a hunch: most IT teams weren't just short on people - they were short on leveraging autonomous automation.
- [Why Adding AI to Your ITSM Stack Creates More Chaos Than Value](/blog/ai-itsm-adoption-chaos) (2025-08-01): After speaking to hundreds of CIOs and IT leaders, I've noticed a troubling pattern: organizations are adding AI features to every tool in their IT stack, or even worse, adding more AI tools to their stack, thinking it will solve their operational challenges. Instead, they're creating new problems.
- [Embracing Proactive AI for Modern IT Operations](/blog/proactive-ai-it-operations) (2025-07-10): Hello, and welcome to Harmony's inaugural blog post! I'm Ran Ribenzaft, Co-Founder and CTO at Harmony, and I'm excited to share our vision for the future of IT operations.