We recently hosted a session on how to move from AI ambition to real enterprise automation — and what it actually takes to deploy AI agents that work across the business.
Here are the key takeaways 👇
🔎 The Core Challenge
Enterprise work rarely lives in one system.
Even simple tasks often span:
• Multiple applications
• Several approvals
• Manual handoffs
• Status chasing and follow-ups
The result? Operational friction, slower execution, and teams stuck in low-value work.
🤖 What Makes AI Agents Actually Valuable
AI agents deliver real impact when they can:
• Understand intent
• Plan multi-step workflows
• Take action across systems
• Respect governance and user permissions
• Provide a single conversational front door
In the session, we broke down how the Moveworks reasoning engine works under the hood:
It determines who the user is → builds a step-by-step plan → selects the right plugins (actions) → executes → validates the result.
Instead of hard-coded workflows, agents dynamically compose “atomic” actions based on context.
🛠️ What We Covered
1️⃣ Initiative Designer
Describe your workflow in plain language → see the required steps mapped and recommended plugins identified.
A practical way to go from idea → implementation plan.
2️⃣ AI Agent Marketplace
900+ prebuilt plugins available today across major business systems. Teams don’t need to start from scratch.
3️⃣ Agent Studio
We showed how to build a custom plugin by:
• Connecting an API
• Mapping required inputs (“slots”)
• Applying governance
• Publishing
Build time demonstrated: ~15 minutes.
4️⃣ Real Workflow Examples
• Conditional PTO request (policy + weather check)
• Hardware request via ServiceNow
• Offboarding checks across systems
• Inventory + ordering workflow backed by a SQL database
The common thread: these workflows spanned multiple systems — not just search or FAQs.
5️⃣ Governance & Enterprise Readiness
• Role-based permissions
• API-based integrations
• Handling PII responsibly
• Enterprise-grade security posture
🎯 If You’re Exploring AI Agents…
This session is especially relevant if you’re:
• Trying to identify high-impact automation opportunities
• Looking to reduce manual handoffs across systems
• Evaluating how to scale agent deployment safely
• Moving beyond chatbot-style deflection
📺 You can watch the full session on demand here:
👉 https://www.moveworks.com/us/en/resources/webinars/deploying-ai-agents-for-business-automation
If you’re thinking about a specific workflow in your organization, feel free to share it in the comments — we’d love to discuss how an agent could help automate it end-to-end