Iron Durable business orchestration across agents, robots, and people.
UiPath is strong where agent work must join existing RPA, BPMN processes, document automation, and human tasks across a large automation estate.
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Make earned trust the control plane for autonomous work.
UiPath coordinates agents, robots, people, and systems on a durable process engine with strong automation governance. Iron Gorilla focuses more narrowly on behavioral trust, action policy, containment, compensation, recovery, and evidence for autonomous agents.
Add behavioral trust to durable orchestration.
UiPath brings broad process and RPA orchestration. Iron Gorilla adds per-agent behavioral trust, adaptive autonomy, managed MCP health, action compensation, live containment, recovery, and fixed evidence as first-class runtime controls.
Feature comparison
Compare process automation with agent-first operations.
Iron Gorilla covers 38 of 42 capabilities. UiPath Agentic Automation covers 30. Iron Gorilla includes 12 capabilities UiPath Agentic Automation does not.
Managed agent runtimeBuild, run, supervise, and improve agents in one platform.13 features
Fully managed production agent runtimeDeploy, execute, scale, and operate production agents as one accountable service.
Guided Agent BuilderCreate reviewed, versioned agents without assembling the runtime by hand.
Durable execution across interruptionPreserve state and continue long-running work after workers, networks, or providers fail.
Managed long-term agent memoryKeep governed context across sessions and long-running goals.
Long-running goal managementTrack plans, dependencies, state, and outcomes across many steps or sessions.
Managed multi-agent orchestrationCoordinate specialized agents, dependencies, handoffs, and shared work.
Contextual human approval gatesPause higher-risk work for a named person before execution continues.
Checkpoint resume and operator replayRestart work from a known good state after review or failure.
Business-action compensationReverse or compensate for a completed business action during recovery.
Scheduled and event-triggered agentsStart governed work from schedules, APIs, events, or enterprise systems.
Runtime observability and tracesInspect agent steps, tools, models, latency, failures, and outcomes.
BPMN and DMN executable process modelsUse formal process and decision standards as the executable source of truth.
Unified agents, robots, and human tasksCoordinate AI judgment, deterministic robots, and people inside one process.
Policy and evidenceControl actions before they happen and keep proof of each decision.10 features
Pre-action business policy enforcementEvaluate business rules before tools change enterprise systems.
Policy simulation before activationTest expected decisions against sample actions before enforcement.
Prompt, output, and sensitive-data controlsInspect model traffic and prevent unsafe content or sensitive-data exposure.
Tool permissions and action allowlistsRestrict which tools and actions each agent may use.
Behavioral Trust ProfilesScore each agent from observed behavior and surface drift to operators.
Adaptive autonomy from earned trustTighten or relax oversight as observed behavior changes.
Live agent and connection containmentIsolate risky agents, connections, or work before impact spreads.
Guided operational recoveryDiagnose failure and recover affected work through an accountable operator flow.
Tamper-evident action audit trailPreserve policy, approvals, calls, actions, and outcomes as trustworthy evidence.
Scheduled fixed reports and portable exportsGive leaders and auditors repeatable reports in stable formats.
Connections and modelsControl MCP tools, model traffic, routing, cost, and integrations.9 features
MCP tools and connectionsConnect agents to MCP servers and governed enterprise actions.
MCP ownership, health, and lifecycleOperate connections with owners, credentials, health, risk, assignments, and history.
Enterprise application integrationsConnect agents to existing systems without rebuilding every interface.
APIs and developer interfacesEmbed agents and platform functions into existing products and workflows.
Multiple model providersUse approved models across providers without rebuilding agent workflows.
Policy-aware model routingSelect models by capability, cost, latency, risk, and policy.
Automatic model-provider fallbackContinue work on an approved backup when a provider fails.
Spend attribution, budgets, and cost routingTrack model cost by agent and constrain or reroute work before spend runs away.
Per-agent tool and model assignmentGive each agent only the tools, data, and model routes it needs.
Enterprise and governmentProtect identity and data across private and public-sector work.10 features
Managed SaaS deliveryUse the platform as a supported enterprise cloud service.
Customer-controlled on-premises deploymentOperate the platform inside infrastructure controlled by the buyer.
Air-gapped deployment patternOperate inside disconnected environments with controlled data and model access.
Enterprise identity and scoped accessApply organization, role, group, environment, and ownership boundaries.
Published plan structureShow buyers public plan options and included capabilities.
Dedicated government and defense solutionAddress mission, procurement, deployment, approval, and evidence needs directly.
Regulatory and assurance mappingsMap controls and evidence to regulated or public-sector assurance needs.
Formal implementation partner ecosystemUse consulting, technology, and delivery partners for adoption.
Independent SOC 2 Type II assuranceProvide independent assurance that service controls operated effectively over time.
Process mining and document automation suiteDiscover processes and automate document-heavy work in the same platform.
The short answer
UiPath Agentic Automation or accountable agent operations?
Use UiPath when the program must coordinate AI agents, RPA robots, people, BPMN processes, documents, and existing automation assets across a large enterprise estate.
Choose Iron Gorilla when behavioral trust, adaptive autonomy, managed MCP health, action compensation, live containment, guided recovery, and portable evidence define the operating model.
Switch with less risk
Already under contract with UiPath Agentic Automation?
Your organization may qualify for a contract buyout and complimentary professional services when it moves production agent operations from UiPath Agentic Automation to Iron Gorilla.
Check eligibilityFAQ
UiPath Agentic Automation alternative questions
Is Iron Gorilla an alternative to UiPath Agentic Automation?
Yes. Both platforms support production AI work. UiPath Agentic Automation runs production agents and durable processes, but it does not publish Iron Gorilla-style earned behavioral trust or the same agent-first containment and connection-health model. Iron Gorilla adds a managed operating model centered on durable execution, behavioral trust, action control, containment, and recovery.
What is the main difference between UiPath Agentic Automation and Iron Gorilla?
UiPath brings broad process and RPA orchestration. Iron Gorilla adds per-agent behavioral trust, adaptive autonomy, managed MCP health, action compensation, live containment, recovery, and fixed evidence as first-class runtime controls.
Does UiPath Agentic Automation run production agents?
runs production agents and durable processes, but it does not publish Iron Gorilla-style earned behavioral trust or the same agent-first containment and connection-health model.
Where is UiPath Agentic Automation stronger?
UiPath is stronger for RPA, BPMN and DMN process modeling, document understanding, process mining, robot orchestration, and its established automation and public-sector ecosystem.
When should a team choose Iron Gorilla over UiPath Agentic Automation?
Choose Iron Gorilla when behavioral trust, adaptive autonomy, managed MCP health, action compensation, live containment, guided recovery, and portable evidence define the operating model.
Can Iron Gorilla buy out a UiPath Agentic Automation contract?
Your organization may be eligible for a contract buyout and complimentary professional services. Eligibility and scope depend on your current contract and migration needs.
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