Core capabilityKnowledge-source groundingGround agent answers in configured business documents or help content. 4 points maximum | Supported4 / 4 pts Agent Studio explicitly supports knowledge grounding. Official documentation Β· Oct 15, 2026Source β |
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Core capabilityConnected business-record contextRetrieve or use business-system records beyond a static article corpus. 4 points maximum | Supported4 / 4 pts AI Actions can call an external API to retrieve business information. Official documentation Β· Oct 15, 2026Source β |
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Depth checkInspectable source evidenceInspect source references or retrieved content supporting an agent answer. 5.6 points maximumAsk for a demonstrationAsk a policy question and open the evidence used for the agentβs response. A scenario to run with the supplier; not a completed product test. | Supported5.6 / 5.6 pts Evaluation results identify the knowledge source used for each generated answer. Official documentation Β· Oct 15, 2026Source β |
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Depth checkRestricted retrieval contextRestrict retrieved knowledge or record fields by identity, audience or configured data scope. 6.4 points maximumAsk for a demonstrationAsk the same question with two different permissions and show the difference in retrieved context. A scenario to run with the supplier; not a completed product test. | Not verified0β6.4 / 6.4 pts The reviewed evidence does not establish this advanced behavior: restricted retrieval context. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified Β· Oct 15, 2026Source β |
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Core capabilityConnected tools and actionsInvoke a tool or perform a documented connected-system action. 4 points maximum | Supported4 / 4 pts Agent Studio invokes configured AI Actions through serverless apps and external APIs. Official documentation Β· Oct 15, 2026Source β |
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Core capabilityMulti-step agent workflowsConfigure an agent to follow or coordinate a multi-step business workflow. 4 points maximum | Supported4 / 4 pts Agent Studio builds workflows across chat and email channels. Official documentation Β· Oct 15, 2026Source β |
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Depth checkHuman approval for selected tool actionsRequire approval before a configured agent performs selected business actions. 5.6 points maximumAsk for a demonstrationAsk for a consequential change and show the agent waiting for explicit approval. A scenario to run with the supplier; not a completed product test. | Not verified0β5.6 / 5.6 pts The reviewed evidence does not establish this advanced behavior: human approval for selected tool actions. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified Β· Oct 15, 2026Source β |
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Depth checkStructured tool inputs and validationDefine required tool parameters or validation before an action is sent to a business system. 6.4 points maximumAsk for a demonstrationOmit or corrupt a required input and show how the agent/tool handles it before execution. A scenario to run with the supplier; not a completed product test. | Supported6.4 / 6.4 pts API actions define request parameters and authentication, and can be tested before workflow use. Official documentation Β· Oct 15, 2026Source β |
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Core capabilityAgent monitoring or tracesInspect agent activity, conversation history or execution traces. 3.2 points maximum | Supported3.2 / 3.2 pts Agent Studio includes performance measurement and monitoring. Official documentation Β· Oct 15, 2026Source β |
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Core capabilityHuman handoff or approvalHand work to a person or require an explicit human approval point. 3.2 points maximum | Not verified0β3.2 / 3.2 pts The reviewed documentation does not establish human handoff or approval at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified Β· Oct 15, 2026Source β |
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Depth checkStep-level agent execution traceInspect a sequence of agent decisions/tool calls and their execution results. 4.8 points maximumAsk for a demonstrationOpen one failed task and show which tool call failed and what happened next. A scenario to run with the supplier; not a completed product test. | Not verified0β4.8 / 4.8 pts The reviewed evidence does not establish this advanced behavior: step-level agent execution trace. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified Β· Oct 15, 2026Source β |
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Depth checkContext-preserving human escalationHand a task/conversation to a person with the history or relevant task context available. 4.8 points maximumAsk for a demonstrationEscalate midway through a task and show the context available to the human. A scenario to run with the supplier; not a completed product test. | Not verified0β4.8 / 4.8 pts The reviewed evidence does not establish this advanced behavior: context-preserving human escalation. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified Β· Oct 15, 2026Source β |
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Core capabilityAgent access controlsRestrict user, role or data access for agents and their administration. 2.4 points maximum | Not verified0β2.4 / 2.4 pts The reviewed documentation does not establish agent access controls at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified Β· Oct 15, 2026Source β |
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Core capabilityAudit or deployment controlsAudit agent-related operations or control deployment environments and configuration. 2.4 points maximum | Not verified0β2.4 / 2.4 pts The reviewed documentation does not establish audit or deployment controls at this feature level. This is an evidence gap, not a finding that the capability is absent. Not verified Β· Oct 15, 2026Source β |
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Depth checkAgent configuration history or versionsInspect configuration changes or published agent versions. 3.2 points maximumAsk for a demonstrationChange an agent instruction and show the previous version or change record. A scenario to run with the supplier; not a completed product test. | Not verified0β3.2 / 3.2 pts The reviewed evidence does not establish this advanced behavior: agent configuration history or versions. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified Β· Oct 15, 2026Source β |
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Depth checkCredential or connection access boundarySeparate agent credentials and connection permissions from unrestricted general workspace access. 4 points maximumAsk for a demonstrationShow who can use versus change the agentβs connected-service credentials. A scenario to run with the supplier; not a completed product test. | Not verified0β4 / 4 pts The reviewed evidence does not establish this advanced behavior: credential or connection access boundary. Request the demonstration above; absence of public evidence does not establish absence of the feature. Not verified Β· Oct 15, 2026Source β |
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Core capabilityAgent behavior configurationConfigure instructions, behavior or agent workflow logic. 2.4 points maximum | Supported2.4 / 2.4 pts Agent Studio configures agent behavior and deployment. Official documentation Β· Oct 15, 2026Source β |
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Core capabilityAgent testing or evaluationTest or evaluate configured agents with documented evaluation, test or comparison tools. 2.4 points maximum | Supported2.4 / 2.4 pts Freshworks describes Agent Studio as a place to build, test and monitor agents. Official documentation Β· Oct 15, 2026Source β |
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Depth checkRepeatable agent test setsRun a saved collection of test cases against changed agent behavior. 3.2 points maximumAsk for a demonstrationRun the same saved test set before and after changing instructions and compare failures. A scenario to run with the supplier; not a completed product test. | Supported3.2 / 3.2 pts The saved query list can be rerun unchanged or edited, with up to 100 queries per run. Official documentation Β· Oct 15, 2026Source β |
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Depth checkInspect evaluation evidence or outcomesInspect per-case responses, tool results or evaluation outcomes beyond one overall score. 4 points maximumAsk for a demonstrationOpen a failed test and show the expected outcome, actual response and supporting trace. A scenario to run with the supplier; not a completed product test. | Supported4 / 4 pts Test detail includes the query, answer status, response, source and user rating; results can be exported. Official documentation Β· Oct 15, 2026Source β |
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Depth checkLimit the number of agent reasoning iterationsSet a low iteration cap on a test agent with a looping tool. Show where execution stops and how the failure is reported. 2.5 points maximumAsk for a demonstrationSet a low iteration cap on a test agent with a looping tool. Show where execution stops and how the failure is reported. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkStream a response before generation completesDemonstrate "Stream a response before generation completes" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Stream a response before generation completes" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkSwitch to a configured backup model after failureDemonstrate "Switch to a configured backup model after failure" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Switch to a configured backup model after failure" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkTest agent behavior against prompt-injection casesDemonstrate "Test agent behavior against prompt-injection cases" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Test agent behavior against prompt-injection cases" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkDelete one conversation's persistent agent memoryDemonstrate "Delete one conversation's persistent agent memory" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Delete one conversation's persistent agent memory" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkRun independent agent tools in parallelDemonstrate "Run independent agent tools in parallel" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Run independent agent tools in parallel" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkRedact sensitive data before model processingDemonstrate "Redact sensitive data before model processing" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Redact sensitive data before model processing" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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Depth checkEnforce a token or spend budget per agent runDemonstrate "Enforce a token or spend budget per agent run" with test data. Show the result, an exception case, and the required plan. 2.5 points maximumAsk for a demonstrationDemonstrate "Enforce a token or spend budget per agent run" with test data. Show the result, an exception case, and the required plan. A scenario to run with the supplier; not a completed product test. | Not verified0β2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified Β· Oct 21, 2026Source β |
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