Automation Anywhere vs Boomi (2026)

Agents and bots do the work inside the customer's systems. The platform combines goal-based AI agents, RPA, APIs and human expertise, connects to ERPs and CRMs through pre-built connectors and open APIs, and runs agentic AI over existing RPA and BPM systems to handle exceptions and unstructured data.

AI Agent Studio agents orchestrate across bots, APIs, documents and other agents in real time, each with assigned tool access, and the Control Room reference includes a Device API and work item queue endpoints. Automation Anywhere does not say which ERPs and CRMs are covered and gives no connector list.

Sourceautomationanywhere.com/products/agentic-process-automation-system, /products/ai-agent-studio; readread 2026-09-17

Boomi Connect gives AI "instant governed access to 1000+ enterprise applications", Boomi offers MCP connectors and named integrations (SAP, AWS, Salesforce, ServiceNow, Oracle NetSuite, Slack, Workday) plus a Marketplace, and Connect Governed MCP Tools turns "enterprise assets into governed MCP tools for agents". The platform also includes API Management, Event Streams, B2B/EDI and Managed File Transfer. Agents invoke tools and actions per connector, each scoped to exactly what it may do and honoring the customer's identity provider groups.

Sourceboomi.com/platform/agentstudio/ and platform product estate; readread 2026-09-17

The platform orchestrates goal-based AI agents, RPA, APIs and human expertise in one unified platform. Its goal-driven AI agents plan, execute and self-heal without manual direction, and agentic AI sits over existing RPA and BPM to handle exceptions and unstructured data that traditional bots cannot.

In AI Agent Studio, agents handle reasoning and human in the loop steps and orchestrate across bots, APIs, documents and other agents in real time, and customers place agents within end-to-end workflows using drag-and-drop tools with AI-powered next action suggestions. The Mozart Orchestrator and Automation Workspace are the named orchestration products. Agent steps are composed with deterministic bots and APIs in one workflow, and self healing covers retries. How branching and versioning work is not described.

Sourceautomationanywhere.com/products/agentic-process-automation-system, /products/ai-agent-studio; readread 2026-09-17

Agent steps sit inside Boomi's deterministic integration processes. Agentstudio is sold to "build, govern and orchestrate all agents", with Orchestrate named as "a whole new way to build agentic workflows" and embedding that integrates agents "directly into any business process".

Data Orchestration, Event Streams and Task Automation run beneath it, and the Agent Control Plane coordinates first and third party agents in one registry. Agents also collaborate with each other and remediate failing integrations on their own, detecting a root cause and rerouting. Boomi does not describe how agent workflows are versioned.

Sourceboomi.com/platform/agentstudio/ and platform estate; readread 2026-09-17

Event triggers can be added and linked to a Bot Runner, and a Trigger API can also create and delete them, with trigger types including email, file and window triggers. Control Room Bot Scheduler API endpoints (/v2/schedule/automations) and an Automations API create, update, delete and return details on scheduled automations. Through Automation Co-Pilot, people can also start multi step agentic workflows in natural language inside their existing apps.

Sourcedocs.automationanywhere.com event triggers, Trigger API, Control Room APIs (index copies); automationanywhere.com/products/agentic-process-automation-system; readread 2026-09-17

Agent steps run whenever the integration or event flow they sit in runs. The platform ships Event Streams to "create real-time, event-driven integrations" and Data Orchestration to "automate, optimize, and manage your data flow", and Agentstudio agents are embedded "into any business process". Agents react to integration failures and run in scheduled and event driven workflows. Boomi does not list which triggers apply to agents specifically.

Sourceboomi.com/platform/agentstudio/ and platform estate; readread 2026-09-17

AI agents are built on a foundational model chosen for the use case and grounded in the customer's company data, which customers connect alongside their choice of LLM. The platform also ships Document Automation and Process Discovery products that work over customer content. Automation Anywhere describes no index, graph or embeddings layer that persists and stays queryable over the customer's knowledge.

Sourceautomationanywhere.com/products/ai-agent-studio; readread 2026-09-17

Agent context, to "ground agents with trusted data, meaning and knowledge", comes from three products in the data layer, Knowledge Hub ("turn enterprise knowledge into context for agents"), Meta Hub ("ground AI agents with business context") and Data Hub ("deliver trusted data products that power agentic AI"). Data ingestion, transformation and CDC replication pipelines keep them up to date, with no retraining. Agentstudio agents also accept file upload. Boomi does not say how answers cite their sources or what permissions apply per source.

Sourceboomi.com/platform/agentstudio/ and platform product estate; readread 2026-09-17

Public pages for AI Agent Studio, the platform and the Trust Center describe prompts, tools, roles and templates but no agent memory, session state or learned context, and the product documentation does not confirm whether agents keep memory.

Sourcedocs.automationanywhere.com (client-rendered); automationanywhere.com/products/ai-agent-studio; triedread 2026-09-17

Agentstudio's no code agent building offers custom agents with "structured or conversational modes, persistent memory, and file upload support". When agents are invoked inside a deployed integration, "conversation history is not stored". Boomi's product pages do not give the scope, retention, review or deletion behavior of memory, though the Agentstudio help documentation has memory pages of its own.

Sourceboomi.com/platform/agentstudio/, /ai-security-trust/; readread 2026-09-17

In AI Agent Studio, goal driven agents powered by the Process Reasoning Engine handle reasoning and human-in-the-loop steps and orchestrate across bots, APIs, documents and other agents in real time. Customers plug AI agents into workflows with 100% oversight, and built-in governance and guardrails are meant to keep AI actions clear, safe and accountable. The platform orchestrates human expertise alongside agents and bots in one workflow, and AI Governance is a named product. Where a checkpoint is configured, and whether autonomy varies by risk, is not described.

Sourceautomationanywhere.com/products/ai-agent-studio, /products/agentic-process-automation-system; readread 2026-09-17

Customers can require human approvals, set guardrails and stop any agent instantly.

Boomi says "guardrails and access controls ensure that agents act only within authorized scopes, and customers can require human-in-the-loop approvals or policy checks where needed", and that for custom agents built in Agentstudio customers have "full lifecycle management capabilities, including defining goals, instructions, tools, and data" access.

Agentstudio adds built in guardrails (precise rules, restrictions and filters), and the Agent Control Plane can "disable any agents instantly with a kill switch". Boomi does not say where the approval step sits or how approvals are routed.

Sourceboomi.com/ai-security-trust/, /platform/agentstudio/; readread 2026-09-17

Automation Anywhere holds SOC 2 Type II, ISO 27001 and GDPR certifications, and its Trust Center lists ISO 27001, SOC, HIPAA compliance, HITRUST certification, ISO 9001, ISO 42001, ISO 22301 and Cyber Essentials, with vendor penetration test, Veracode and Black Duck reports available on request.

Access is protected by RBAC (role based access control), end to end encryption and comprehensive audit trails, with security embedded at the infrastructure, data and agent levels. AI Agent Studio gives each agent a specific role, goal and tool access and limits models to an approved list, so access is controlled at user, tool and model level. The Trust Center lists SOC without a type, and the platform page supplies Type II.

Sourceautomationanywhere.com/products/agentic-process-automation-system, /trust-center; readread 2026-09-17

Boomi's compliance list covers SOC 1, SOC 2, ISO/IEC 27001, ISO 27017, ISO 27018, HIPAA, PCI DSS, FedRAMP, StateRAMP, IRAP and GDPR, and Boomi cites "16+ worldwide security and compliance frameworks, including ISO 42001 for responsible AI".

Centralized governance registers all agents with "a centralized registry, role-based access, runtime monitoring, encryption, and full audit logging", and puts "every agent on least privilege: scope exactly which tools and actions each agent can invoke per connector, honoring your existing IdP groups". Customers can hold their own encryption keys, and Boomi states data is never stored by model providers. The AI security whitepaper, with encryption, residency and retention detail, sits behind a form.

Sourceboomi.com/compliance/, /ai-security-trust/; read; boomi.com/ai-security-trustread 2026-09-17

AI Agent Studio lets customers monitor every move agents make, includes Monitor and audit as a step in how it works, and shows what goes in and comes out of the AI models, with built in governance and guardrails meant to keep AI actions clear, safe and accountable. Security includes comprehensive audit trails at the agent level, and the Control Room documentation includes an Audit API to retrieve audit log data, plus audit event and export topics. Automation Anywhere describes this monitoring only in marketing terms and does not show run level detail.

Sourceautomationanywhere.com/products/ai-agent-studio, /products/agentic-process-automation-system; docs.automationanywhere.com Audit API (index copy); readread 2026-09-17

The Agent Control Plane (formerly Agent Control Tower) is "critical AI infrastructure for governing any agent, model, or data", with token level analytics, runtime monitoring and anomaly detection across first and third party agents and an instant kill switch.

Boomi says "every agent interaction is logged, traced, and checked for anomalies in real time, generating audit trails", with built in audit trails that "track reasoning and actions", and Agentstudio governance includes full audit logging with full visibility into each agent interaction. The registry keeps its own logs alongside. Boomi does not say whether these logs can be exported to outside monitoring tools.

Sourceboomi.com/platform/agent-control-plane/, /ai-security-trust/, /platform/agentstudio/; readread 2026-09-17

The platform is sold as a cloud service, through a Cloud Service product and a free Cloud Community Edition, with no published hosting region, residency statement or option to run in the customer's environment. A Deployment Models topic exists in the documentation, but cloud regions and private cloud or on premises options for Automation 360 are not confirmed.

Sourcedocs.automationanywhere.com Deployment models (client-rendered); automationanywhere.com home and product pages; triedread 2026-09-17

Customers choose where Boomi agents run. In Boomi's words, "Flexible deployment: deploy agents on your terms. A patented, decoupled runtime that processes data locally, in your cloud, behind your firewall, or both. Deploy across multi-region instances or on-prem, bring your own model, and hold your own encryption keys." Independent instances "localize data residency" and keep execution "within regional borders", and Agentstudio offers to "run agents securely anywhere", with control over where agents run, including fully behind the firewall. Boomi does not name the specific regions.

Sourceboomi.com/ai-security-trust/, /platform/agentstudio/; readread 2026-09-17

Solutions are offered by industry, covering financial services, healthcare, life sciences and manufacturing, and by function, covering customer service, finance and accounting, human resources, IT and service operations, and each is adopted as a separate engagement.

AI Agent Studio includes a Templatize build step that saves prompts as templates for future use, agents can be customized from templates or the customer's own prompts, and prompts and agents are shared across automation teams.

The Aisera branded solutions in the menu come from the acquired company, and whether the solutions or the Bot Store include adoptable prebuilt agents is not described.

Sourceautomationanywhere.com home Solutions menu, /products/ai-agent-studio; readread 2026-09-17

Boomi sells agent building as "build no-code agents fast and win back time with pre-built agents", with a Boomi Marketplace and an MCP Connectors listing, and named prebuilt Boomi agents (Integration Advisor, API Design, Data Integration Connector) come at no extra cost alongside no code templates in Agent Designer. Boomi gives no count of its prebuilt agents.

Sourceboomi.com/platform/agentstudio/, Marketplace listing; July product read; readread 2026-09-17

In AI Agent Studio, the customer chooses an AI model for each agent from an approved list, connects it to company data and can test different models to see which fits best. Custom AI models and integrations with third-party AI platforms are supported, and the Control Room API reference includes an AI Agent Studio API for defining and connecting custom model connections. The providers are not named.

Sourceautomationanywhere.com/products/ai-agent-studio; docs.automationanywhere.com Control Room APIs (index copy); readread 2026-09-17

Agentstudio offers Model Freedom, letting builders choose the model for an agent, and Boomi says customers can "bring your own model", while "your data is never stored by model providers". The AI Gateway is sold to "control every AI & MCP interaction", and the Agent Control Plane governs "any agent, model, or data" across major AI providers. Boomi does not list which models and providers are on offer.

Sourceboomi.com/platform/agentstudio/, /ai-security-trust/, /platform/agent-control-plane/; read; boomi.com/ai-security-trustread 2026-09-17

The versioned Control Room API reference lists endpoint modules including an Authentication API, Audit API, Device API, Automations (Bot Scheduler) API, Trigger API, Policy Management API, an AI Agent Studio API for defining and connecting custom model connections, and an API Task Execution API that generates an execution URL and token to start an API-task execution through an API endpoint. The platform integrates through pre-built connectors and open APIs, and a free Community Edition is offered to developers. No MCP support is described, and a Package SDK appears in release notes.

Sourcedocs.automationanywhere.com Control Room APIs (index copy); automationanywhere.com/products/agentic-process-automation-system; readread 2026-09-17

Agentstudio's embedding capability lets customers "integrate agents directly into any business process, manage agents programmatically, and embed them into your own applications", and Boomi publishes developer docs to "explore Boomi's APIs, SDKs, and technical integration guides" beside its help docs. The AI Gateway is sold to "control every AI & MCP interaction", enterprise assets become governed MCP tools, and the Agent Control Plane registers and governs third party agents from other AI providers in one place. Tools are served to agents over MCP, and MCP interactions are governed.

Sourceboomi.com/platform/agentstudio/, /platform/agent-control-plane/; read; boomi.com/platform/agent-control-planeread 2026-09-17

AI Agent Studio's build steps are Select and connect, Tune and test, Templatize, Plug in to workflows, and Monitor and audit. In Tune and test, builders adjust prompts to meet their exact requirements and test for accuracy, and in Select and connect they test different models to see which is the best fit, all before an agent goes into a workflow. The AI Governance product sits alongside. Whether results are scored and kept is not described.

Sourceautomationanywhere.com/products/ai-agent-studio; readread 2026-09-17

Agentstudio's built in guardrails let teams "set precise rules, restrictions, and filters, and test agent behavior before it deploys to keep responsible AI a priority". The Agent Control Plane adds token level analytics and anomaly detection that catches anomalous behavior across first and third party agents early, and Boomi cites rigorous testing and manual reviews with traceability of reasoning and actions. Boomi does not describe scored test cases, datasets or a regression suite.

Sourceboomi.com/platform/agentstudio/, /platform/agent-control-plane/, /ai-security-trust/; readread 2026-09-17

Automation Anywhere controls real application interfaces through Robotic Process Automation, a product line that includes RPA Software, Automation Workspace and Automation 360. The platform combines goal-based AI agents, RPA, APIs and human expertise, with agentic AI running over existing RPA and BPM systems to handle exceptions and unstructured data that traditional bots cannot. Software robots do the screen level work inside the same process. How the robots operate interfaces, and how often they break when an interface changes, is not described.

Sourceautomationanywhere.com/products/agentic-process-automation-system, home product menu; docs.automationanywhere.com (client-rendered); readread 2026-09-17

Boomi agents do not operate screens. They reach systems through governed connectors, MCP tools, APIs and integration processes, including Boomi Connect to more than 1,000 applications, Connect Governed MCP Tools, Event Streams and API Management. Boomi does not describe an agent operating a browser, a desktop session or another application's screens. Its automation products cover integration and task automation, and it ships no bot estate.

Sourceboomi.com/platform/agentstudio/ and platform estate; readread 2026-09-17