Automation Anywhere vs Turbotic (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

Automation AI connects to any service with an API. When a request needs an outside system, the AI asks for the key, explains where to find it and stores it as an environment variable, and the finished workflow then reads and writes in that system, adding a lead to Airtable or a CRM, sending an email or calling OpenAI.

HubSpot, Airtable, Google Sheets, Outlook and other email platforms, Jira, ServiceNow and UiPath are among the services it works with, and each integration is code Automation AI writes for that service's API rather than a maintained connector. Automation Orchestration reaches across UiPath, Blue Prism and Automation Anywhere robots and agents built on any framework, and when a failure is critical it opens the incident in ServiceNow, Jira or a similar service management tool without waiting for a person. The Turbotic AI Assistant connects to more than 200 business systems for the data it works on.

Sourceturbotic.com/platformread 2026-10-13

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

From one request, Automation AI writes a multistep workflow with its trigger, conditions, delays and actions, such as waiting 24 hours after a new lead before sending an email, and runs it on Turbotic's own service. Users can change the logic by chat or edit nodes and code by hand, with version history kept. Automation Orchestration coordinates robots, AI agents and workflows across vendors from one control plane, including hybrid automations that pass work between AI and RPA. How Orchestration decides which robot or agent takes a job is not spelled out.

Sourceturbotic.com/resources/blog/turbotic-automation-ai-tutorial-build-first-automation-step-by-stepread 2026-10-13

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

Published automations run on a schedule, such as a news digest every morning at 7:00, when something happens in a connected app, such as a new lead arriving in HubSpot, or when another system calls them through a webhook or an API trigger. For IT operations, workflows start from monitoring alerts and system events. Scheduling comes with Basic and the plans above it, and a chat prompt starts work on demand. Automation Orchestration watches running robots and agents for failures and anomalies as they occur.

Sourceturbotic.com/resources/blog/turbotic-automation-ai-beginners-guideread 2026-10-13

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

The Turbotic AI Assistant works on data a team uploads from any enterprise system, SaaS application or data source, and keeps conversations and material in shared workspaces, where it turns them into process documentation. Automation AI keeps files beside each automation in its dashboard and reads whatever a workflow fetches on each run. Neither keeps an index of company knowledge that an automation searches as it works, so grounding comes from what a team uploads or a workflow fetches at run time.

Sourceturbotic.com/turbotic-airead 2026-10-13

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

Each automation keeps its own version history, files and environment variables in the Turbotic dashboard, and the AI Assistant keeps work in shared workspaces. What an automation remembers between runs has no public description, and the product documentation needs a sign in.

Sourceturbotic.com/resources/blog/turbotic-automation-ai-beginners-guideread 2026-10-12

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

Automation AI includes team collaboration and approval flows for automations, and the user reviews each generated step on a visual canvas before publishing.

Turbotic's governance work sets human in the loop and escalation points, approval points, intervention rights and stop conditions for each process, and the platform enforces them where the automations run, with agents acting only within approved policies, permissions and operating modes.

Turbotic's agent platform promises approval gates on the way from test to production and an AI supervisor that flags drift or unsafe actions and escalates them to a person. A buyer cannot yet see how an approver finds and clears a waiting step.

Sourceturbotic.com/what-we-do/governance-complianceread 2026-10-13

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

Turbotic holds ISO 27001 certification for how it builds, hosts and runs its platform, and a SOC 2 Type II report on security, availability and confidentiality controls tested over time. In the Turbotic AI Assistant, a customer's administrators add, remove and suspend users, access, share and remove what users submit, and see logs of how people use the service.

Credentials for the services an automation connects to stay in environment variables, out of the workflow itself, and Turbotic's governance service sets data handling and access rules for each agent and automation. The agent platform promises role based access and policies that block unsafe actions before they run, but a buyer cannot check whether Automation AI signs people in through the company's own identity provider or which roles separate building an automation from running it.

Sourceturbotic.com/what-we-do/governance-complianceread 2026-10-13

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

Every Automation AI run writes a log of each step, the dashboard keeps a logs section beside each workflow, and each automation reports hours saved, money earned and the value it created. Automation Orchestration tracks performance, failures, cost and behavior across robots and agents, ranks anomalies by impact, groups the past week's errors by category and shows license use against potential savings, and its view of language model work covers prompt analysis, compliance oversight, usage and cost. Every recommendation, approval and action stays on record for audit.

Sourceturbotic.com/orchestrationread 2026-10-13

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

Automation AI runs as a Turbotic cloud service, and the Enterprise plan adds an option to deploy it on premises in the customer's own environment. Turbotic AB is in Stockholm, personal data is processed at its operating offices and wherever the other parties to the processing sit, and Turbotic AI is sold only in the geographies Turbotic supports. Where the cloud service is hosted, and whether a customer can choose, is not public.

Sourceturbotic.com/platformread 2026-10-13

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

Automation AI starts every automation from a description of the job, with no forms and no templates by design. In the Turbotic AI Assistant a team saves its own templates and uses a built in meeting agent for summaries, action items and sentiment, and Turbotic's agent platform promises a shared library of tools, prompts and patterns for new agents to build on. All of it is material a team assembles itself, so a new customer starts from its own words rather than from a library of ready made automations.

Sourceturbotic.com/turbotic-airead 2026-10-13

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

Automation AI writes, tests and repairs workflows with Turbotic's own AI agents, whose underlying provider a customer neither sees nor picks. The automations it builds can call OpenAI or any other AI service a user adds a key for, so the model inside a finished workflow is the customer's choice, and Turbotic's agent platform promises agents built on OpenAI, Anthropic, Google or open source models. Turbotic does not use what customers submit to Turbotic AI to train generative models.

Sourceturbotic.com/resources/blog/turbotic-launches-automation-airead 2026-10-13

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

Turbotic AI, the assistant, issues API keys, allows programmatic access to its output only through its API and holds callers to rate limits, with the API reference behind a customer sign in. Inside Automation AI, each workflow opens to manual node editing and a code editor that explains what the code does. A developer outside the product has no public reference, SDK or MCP server to build against.

Sourceturbotic.com/termsread 2026-10-13

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

Before publishing, a user runs a live test and reads the log of each step, and Automation AI writes, tests and fixes its own code while it builds, with version history to step back to. Testing is a run and a read of the log, with no saved test cases to rerun after a change.

Sourceturbotic.com/resources/blog/turbotic-automation-ai-tutorial-build-first-automation-step-by-stepread 2026-10-13

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

Turbotic sells browser automation alongside API work, for jobs that cross systems, APIs and browser tasks, but how a browser run is driven, by which engine and whether an agent operates the browser on its own, is left to a sales conversation. Automation AI itself is API first and writes custom code for each service, and Automation Orchestration watches the RPA robots that click through screens without steering them.

Sourceturbotic.com/resources/blog/turbotic-vs-zapier-enterprise-automation-comparisonread 2026-10-13