Monarch Blog https://www.monarchagents.ai/blogs/ 2026-09-24T00:00:00Z Monarch Practical writing on system access and the infrastructure AI agents need to move from answers to action. Mainframes Aren’t Dinosaurs https://www.monarchagents.ai/blogs/mainframes-arent-dinosaurs/ 2026-09-24T00:00:00Z 2026-09-24T00:00:00Z Alex Nauda on mainframe workloads, existing integrations, and bringing agentic workflow development to terminal applications. Your next software builder might work in finance https://www.monarchagents.ai/blogs/your-next-software-builder-might-work-in-finance/ 2026-09-22T00:00:00Z 2026-09-22T00:00:00Z What OpenAI’s non-engineering teams suggest about enterprise work over the next three years. Monarch Sydney Panel with BCG X and Airtree: When AI Moves Faster Than the Enterprise https://www.monarchagents.ai/blogs/leading-through-change-sydney-panel/ 2026-09-09T00:00:00Z 2026-09-09T00:00:00Z Sam Senior, Michael Schniering of BCG X, and Claire Smith on what separates the companies getting returns from AI. Full video and transcript. Your Business Can Do More Than Your AI Connectors Allow https://www.monarchagents.ai/blogs/your-business-can-do-more-than-your-ai-connectors-allow/ 2026-09-08T00:00:00Z 2026-09-08T00:00:00Z A connector logo does not mean your agents can finish the work. Expect deeper application discovery, reusable execution, and people leading the business change. Same model. 23% more workflows completed. https://www.monarchagents.ai/benchmarks/ 2026-08-17T00:00:00Z 2026-09-08T00:00:00Z We ran 591 AutomationBench workflows with and without Monarch. Opus 5's completion rate rose 23%; GPT-5.6 Sol and Kimi K3 improved too. AI Agents for Telecommunications: Recover Orders That Fall Between CRM and Provisioning https://www.monarchagents.ai/blogs/ai-agents-telecommunications-order-fallout/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z An accepted broadband order can still leave a customer without service. Recovering it means following the work through provisioning, inventory, and billing, then proving the records agree. AI Agents for Employee Offboarding: Close the Gaps Across HR and IT https://www.monarchagents.ai/blogs/ai-agents-employee-offboarding/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Carry an approved departure through access removal, work handover, and records preservation, with evidence of what each system actually completed. AI Agents for Supplier Delays: Give Planners a Delivery Date They Can Use https://www.monarchagents.ai/blogs/ai-agents-supplier-delays/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Follow a late purchase-order line from a supplier's revised promise through split deliveries, production decisions, and actual receipt. AI Agents for Accounts Payable: Resolve the Invoice Exception Before the Payment Run https://www.monarchagents.ai/blogs/ai-agents-accounts-payable-invoice-exceptions/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Follow an invoice discrepancy through purchasing, receipts, supplier correspondence, and AP, then verify that the approved correction reached the records that control payment. How to Evaluate an Enterprise AI Pilot: A Scorecard for Completed Work https://www.monarchagents.ai/blogs/how-to-evaluate-enterprise-ai-pilot/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Define which cases enter the pilot, what counts as a useful result, and how you will compare it with today's operation before the first live run. AI Agents for Airline Disruption: Close the Gap Between Rebooking and a Place to Stay https://www.monarchagents.ai/blogs/ai-agents-airline-disruption-accommodation/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Rebooking leaves work across hotel suppliers, ground transport, and case systems. Start with one overnight assistance workflow and verify every arrangement. AI Agents for Financial Hardship: Stop Making Customers Repeat Their Story https://www.monarchagents.ai/blogs/ai-agents-financial-hardship-operations/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z A useful banking agent connects the customer's request, account history, and existing support arrangement, then helps the team carry its decision into the systems that administer the loan. AI Agents for Insurance Claims: Build the Evidence Before the Settlement https://www.monarchagents.ai/blogs/ai-agents-insurance-claims-evidence/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z An insurer's AI workflow should connect the policy, repair estimate, and claim history, then help the team complete the next action with the customer properly informed. Your AI Strategy Won’t Work If Everyone’s Job Stays the Same https://www.monarchagents.ai/blogs/ai-strategy-job-redesign/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z AI adoption requires changes to people’s workloads, incentives, and responsibilities. Give them time to improve the work and authority to lead the agents doing it. Monarch vs Workato for enterprise AI agent integration https://www.monarchagents.ai/blogs/monarch-vs-workato/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Compare how Workato and Monarch make enterprise application operations available to AI agents, and test the maintenance work behind a complete workflow. Monarch vs Google Gemini: what your Google stack covers https://www.monarchagents.ai/blogs/monarch-vs-google-gemini/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Google already supplies models, workplace AI, connectors, and agent infrastructure. Compare the application access your workflow still needs. Monarch vs Microsoft Copilot, Copilot Studio, Foundry, and Fabric https://www.monarchagents.ai/blogs/monarch-vs-microsoft-copilot-foundry-fabric/ 2026-09-07T00:00:00Z 2026-09-07T00:00:00Z Microsoft's AI products serve different roles. See how Monarch discovers application operations and runs cross-system agentic workflows alongside your existing stack. Why AI Agents Need an Application Map https://www.monarchagents.ai/blogs/why-ai-agents-need-an-application-map/ 2026-06-18T00:00:00Z 2026-09-07T00:00:00Z An application map connects records, actions, permissions, and validation checks so AI agents can execute workflows with explicit business rules. How AI Agents Work With Legacy Systems Without a Suitable Public API https://www.monarchagents.ai/blogs/why-ai-agents-need-an-application-map-for-legacy-systems/ 2026-06-24T00:00:00Z 2026-09-07T00:00:00Z See how AI agents can use authorised private web interfaces and UI paths in legacy systems, with an application map, approval steps, and verified results. AI Agent Integration Platforms: How to Choose https://www.monarchagents.ai/blogs/ai-agent-integration-platforms/ 2026-07-02T00:00:00Z 2026-09-07T00:00:00Z Compare Workato, Monarch, Composio, and Merge Agent Handler, then separate integration needs from the choice to build with Microsoft, Google, OpenAI, or Claude.