Rocketbot vs UiPath (2026)

Saturn Studio agents act in other systems through more than 500 standard apps and components, among them SAP, Salesforce, Microsoft 365, Google Workspace, Oracle, ServiceNow, HubSpot, Zendesk and WhatsApp, plus databases and any REST API, with credentials kept in an encrypted vault and shared by person or team. Where a system has no API, RPA Studio robots work through its screens, and Ai Studio can send an email, a WhatsApp message or an API call once it has read a document. Custom apps for systems outside the catalog come in a limited form on Standard and Enterprise and in full on Corporate.

Sourcedocs.rocketbot.com/2026/06/17/saturn-studio-conectores-e-integracionesread 2026-10-13

Tools connect an agent's reasoning to real actions, giving it access to data in business applications and the ability to execute functions, and an agent can only act through tools it has been explicitly granted, described in the system prompt with when to use them.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/agent-tools.mdread 2026-09-18

In Saturn Studio each agent is a flow of steps that loads its variables and vault credentials, runs with loops, branches and retries, pauses where a person must act and logs how it ended, and one agent finishing can start the next. A Tool Agent step lets an AI model choose among the tools a builder gives it. The Orchestrator queues runs of robots, Python scripts, applications and other RPA platforms and assigns each to the best available machine by tag, capacity and priority. Each Saturn run is capped at between 10 minutes and an hour depending on the plan.

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UiPath orchestrates agents of every origin, UiPath system agents, low-code agents, coded agents and external agents, inside one platform, where agents work alongside activities, other agents, apps, human tasks and Maestro for business process orchestration, and are managed, scheduled and monitored through Orchestrator.

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Agents start from a webhook, a cron schedule, a form submitted in Xperience, an embedded chat widget, another agent finishing, a new record landing in the datastore, or by hand, and a webhook can answer at once or hold the call open until the agent is done. Ai Studio reads incoming email, documents, images and audio and can set a robot or flow going on what it finds, and WhatsApp and Telegram messages reach flows through their connectors. On the robot side, the Orchestrator schedules runs by cron, webhook or chaining.

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Agents deploy as processes in Orchestrator, which schedules and launches jobs through time triggers at regular intervals and queue triggers that start the automation whenever new items are added to a queue, so agents run without anyone asking.

Sourcedocs.uipath.com/orchestrator/automation-cloud/latest/user-guide/about-triggers.mdread 2026-09-18

Ai Studio reads each email, document, image or audio file a flow hands it and returns structured fields that follow a template the team defines, so an agent works from the data its flow fetches on each run. Saturn Studio's Pinecone module creates a vector index, generates embeddings and upserts and queries them, and Rocketbot's own recipes pipe Gmail and PDF content through OpenAI into Pinecone so a question and answer agent can search a company's documents. That index sits in the customer's own Pinecone account, assembled from the recipe, and Rocketbot keeps no knowledge index of its own.

Sourcerocketbot.com/en/ai-studio.htmlread 2026-10-13

An index added as agent context gives the agent access to a permissioned knowledge base of the customer's own content, and the builder configures the search strategy and scope that decide what the agent retrieves.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/agent-contexts.mdread 2026-09-18

The question and answer agent can keep conversation history under an ID the builder sets, such as a chat, a channel or a user, holding the last messages up to a History Size the builder picks, and a datastore makes that history persist between runs. Global variables are set once for the account, readable by every agent and kept between runs, while local variables reset on each run, and Nexus's internal database holds records flows read and write. How long kept history lasts beyond that message window is up to the builder.

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Agent memory stores episodic memory, the inputs, outputs and outcomes of past cases with user feedback, and escalation memory, the resolution of a past human escalation, in memory spaces attached to one or more agents; before each run a recall step retrieves semantically similar past cases as context. Memory spaces are listed in instance management, where individual items are inspected, edited and deleted, retrieval thresholds are tuned per space, and duplicate detection keeps a space from accumulating contradictory entries.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/agent-memory.mdread 2026-09-18

A flow can stop and wait for a person, for example sending an approval request by email, Teams or an Xperience form and carrying on only once it is approved, and common recipes hand a case to a human when the AI's confidence is low. Agents act within rules the builder sets, with every decision and action logged for audit. Human in the loop steps come with every plan.

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Escalations, powered by Action apps in Action Center, let a developer have the agent validate business details with a person before running a tool, request approval, or ask for manual assistance on a business exception. Each escalation carries a prompt that tells the agent when to raise it, and is routed to a specific user, to the least-loaded member of a group, to all group members, or round robin.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/agent-escalations.mdread 2026-09-18

The Orchestrator is the suite's single identity point, with a role and permission matrix by module, two factor sign in and Google sign in on every plan, and Active Directory sign in and SCIM on Corporate.

Credentials sit in an encrypted vault, can be shared with a person or a team and revoked at once, robot steps are encrypted, and audit logs record who did what, kept from 90 days up to 12 months with SIEM export on Corporate.

Rocketbot holds an ISO/IEC 27001:2022 certificate from NYCE, with an IQNet counterpart, covering its cloud infrastructure, development and support, issued in May 2026, valid to May 2029 and held since June 2023.

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UiPath's trust portal publishes a SOC 2 Type 2 report, an ISO 27001 certificate, a HITRUST certificate, C5, IRAP, HIPAA and Spain's ENS certificate of conformity. The customer-facing controls on the agent layer are Automation Ops policies applied through the AI Trust Layer at tenant level, which control whether users can access and use agents across the organization.

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The Orchestrator keeps four kinds of log, robot, process, user and instance, records the input data and the component where a run failed, and shows the live status, metrics, alerts and history of every automation. Saturn Studio keeps each agent run with detailed logs, full text log search and analytics dashboards, holding from 1,000 to 100,000 runs and logs for 7 to 365 days by plan. Older history has to be exported, since retention runs first in, first out, and Rocketbot's terms say the logs carry no forensic evidentiary integrity.

Sourcerocketbot.com/en/orchestrator.htmlread 2026-10-13

Every agent run leaves a trace, a detailed record of the steps taken, data processed, decisions made and results generated, with timestamps, errors, inputs and outputs, so a failed tool call can be inspected at the exact step with its inputs, outputs and error. UiPath positions traces for debugging, performance analysis of latency, errors and throughput, and compliance and auditing as a verifiable record of what the agent did, when and how.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/agent-traces.mdread 2026-09-18

Cloud plans run on the AWS public cloud, where the Orchestrator uses a database across several availability zones watched by Amazon CloudWatch, and the Orchestrator can also run on premises on the customer's own servers. RPA Studio robots always run on the customer's machines or virtual machines. Ai Studio is cloud only, though a customer can point it at its own model hosted on premises. Saturn Studio runs only in Rocketbot's cloud and cannot reach a local network, and no AWS region is named.

Sourcerocketbot.com/en/terms-and-conditions.htmlread 2026-10-13

UiPath comes in two delivery models, Automation Cloud, its cloud service, and Automation Suite, which runs the platform on the customer's own premises, each with its own documentation set.

Sourcedocs.uipath.com/llms.txtread 2026-09-18

The Saturn Studio template market is a catalog of prebuilt agents a team previews read only and adds to its workspace with one click, grouped by category and showing the modules each one uses, and administrators can publish their own. Access to templates widens by plan, with a custom set on Corporate.

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UiPath ships agent templates, available on the Agents page in Automation Cloud and in UiPath Marketplace, each preconfigured for a specific task with a system prompt, activity tools with descriptions and starter evaluation sets, needing only minimum configuration to run and open to modification.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/using-agent-templates.mdread 2026-09-18

A builder picks the model for each AI step in a flow, from OpenAI, Anthropic's Claude, Google's Gemini, Mistral AI, Groq, DeepSeek, xAI's Grok and Hugging Face to models on Azure OpenAI and AWS Bedrock, or any model ID available on OpenRouter, using the team's own keys. Ai Studio runs on Rocketbot's internal model on every plan, and from Standard up a company can connect its own model in the cloud or on its own servers.

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The builder chooses the model for each agent at design time and refines that choice once evaluations show how different models perform on accuracy, stability, speed and cost, and a custom model can be configured for Context Grounding through the admin guide's LLM configuration.

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API keys created in Saturn Studio let outside software start robots and read account data through the platform API, each key with a name, an expiry, a last used date and instant revocation, and Orchestrator API keys last two years. Inbound webhooks give each agent its own endpoint, and an MCP server lets AI clients such as Claude or Copilot build bots and run tasks in the account. Developers have no public endpoint reference for the platform API.

Sourcedocs.rocketbot.com/2026/03/10/saturn-studio-api-keysread 2026-10-13

With a UiPath SDK, developers build coded agents in their own IDE, package them and deploy them to Orchestrator as standard packages, where they run as processes under the same governance as other automations, and they can connect the project to Studio Web for debugging, evaluation and publishing.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/about-coded-agents.mdread 2026-09-18

Builders test a flow by running it and reading its logs, with log search and console output from custom JavaScript for debugging, and the Orchestrator versions robots with rollback.

Neither Saturn Studio nor the Orchestrator offers separate development, test and production environments inside one instance or Git style versioning, so promotion between stages follows the customer's own procedures, often a global variable that splits resources by environment.

Rocketbot's own guidance asks teams to keep a separate development environment and test robots with real data before production, and its terms say Ai Studio's accuracy in a flow must be validated before production use.

Sourcerocketbot.com/en/terms-and-conditions.htmlread 2026-10-13

Evaluations check agents against defined cases before and during release. An evaluation pairs an input with an evaluator that checks the agent's output or trajectory against the expected result, evaluation sets group evaluations, and each run produces a score from 0 to 100 with traces of the evaluation runs to diagnose failures and re-run. Evaluations can be created from correct past runs, and evaluation results guide model choice.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide/agent-evaluations.mdread 2026-09-18

RPA Studio builds software robots that work any system the way a person does, clicking, typing, copying data, filling in forms and reading the screen, and they run on the customer's own Windows, macOS or Linux machines. The Orchestrator dispatches them, and a Saturn Studio flow can call a robot as one of its steps.

Sourcerocketbot.com/en/rpa-studio.htmlread 2026-10-13

Robots operate real application interfaces in attended and unattended automation, and Healing Agent autonomously detects and recovers from UI automation failures caused by changing interfaces, network throughput and evolving UI frameworks, using just-in-time analysis of the automation to choose a recovery strategy.

Sourcedocs.uipath.com/agents/automation-cloud/latest/user-guide-ha/what-is-healing-agent.mdread 2026-09-18