Building with Agent Studio? Running into edge cases? Our developer advocates host live Office Hours where we walk through plugin architecture, uncover working solutions to your toughest challenges, and unpack new features as they drop.

AGENT ARCHITECT

You define it. Agent Architect builds it. You refine it.

Describe what you want. Watch it build. Agent Architect turns natural language into production-ready plugins — scanning your systems, resolving dependencies, and assembling complete integrations while you review the architecture, not the code.

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AI AGENT MARKETPLACE

Find, configure, and deploy AI agents in minutes — not weeks

Through our AI Agent Marketplace you can:

Review extensive integration, API, and use case research for each installable plugin
Install and configure plugins using our low-code editor

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The Agent Builder Newsletter

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Issue #6 | Mar 2026

Your plugin was always going to forget

Your plugin didn't break in production. It was always going to degrade after a few turns. You just never had a conversation long enough to notice.

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Issue #5 | Mar 2026

The golden rule: Why your plugin is slow

Your plugin went from 2 seconds to 8 to respond to your user. You didn't change anything. You just added a second action to the conversation process, then a third, then a fourth. Now the user stares at a spinner and you're filing a bug about "slow plugin response times."

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Issue #4 | Feb 2026

Slots 102: From "My Ticket" to BUG-732

Hey, I used to write slot descriptions like mini-prompts. "Extract the Jira ticket ID from the user's message. If they say 'my ticket,' look up their most recent open ticket."

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Issue #3 | Feb 2026

Slots 101: The inputs that make plugins work

Your plugin keeps asking users for things it should already know. "What's your employee ID?" — it's in their profile. "Which ticket?" — they just mentioned it.

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Build the plugin. We’ll handle the infrastructure.

Traditional iPaaS and middleware weren't built for AI agents. The Agentic Automation Engine runs Agent Studio plugins — handling infrastructure so you can build agents that automate business processes.

bug

Agents pick the wrong action at the worst time

LLMs hallucinate which action to take. They ignore context or choose the wrong tool, causing agents to misfire and fail business tasks.

fix

Manifest Generator

Analyzes available actions and generates a manifest of relevant ones
Dynamically adjusts prompts to select the correct plugin
Reduces action misfire rates by presenting only contextually relevant options

bug

Humans don’t type in UUIDs, unfortunately

Natural language is ambiguous, inconsistent, and often doesn’t match the IDs or objects your systems expect. You end up writing glue code to guess what users meant — and it never scales.

FIX

Slot Resolver

Converts natural language into business objects
Disambiguates people, places, dates, and IDs automatically
Maps "the marketing team" to the right UUID so agents call the correct API

BUG

Agent execution is a black box

Multi-step actions fail silently. You can’t see progress, interpret errors, or debug what happened between plugins or across systems. Agents break in the wild and you have no trace.

FIX

Action Orchestrator

Provides step-by-step orchestration with full execution visibility
Shows rich progress updates and interpretable errors
Handles dialogs, edge cases, retries, and fallbacks automatically

BUG

LLMs don’t reliably follow business rules

Prompt-based instructions get misunderstood, bypassed, or jailbroken. Critical policies — security, compliance, approval logic — become fragile or invisible.

FIX

Policy Validator

Enforces rules deterministically, not through prompts
Validates policy compliance before any action executes
Centralizes security and compliance logic across all plugins

Learn how to build in Agent Studio

See more courses

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Part 1: Agent Studio Overview - Easily Build AI Agents To Drive Transformation

Get an in-depth look at Agent Studio, Moveworks AI agent builder that simplifies enterprise-wide AI agent deployment. With Agent Studio, you can extend Moveworks AI Assistant with installable or custom built AI agents for every enterprise application

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Part 2: Intro to Plugins & How They Automate Business Tasks With AI Agents

Learn what Agent Studio Plugins are and how their core components: Triggers, Launch Rules and Plugin Processes use natural language to initiate plugin actions.

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Part 3: Understanding Task Automation With Conversation Processes

Learn what Conversation Processes are and the various components that make it up like, Activities, Slots, and Decision Policies. You'll understand the components roles, and how they contribute to automation in Agent Studio.

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