{ "format": "agent-article-v0", "article_id": "EA-149", "canonical_url": "/tools/ea-149-uipath-agentic-automation", "page_type": "reference", "claim_ids": [], "evidence_ids": [ "EVD-EA-149-URL-E785CAF26D51", "EVD-EA-149-URL-A84A416835D7", "EA-149-R11-RESEARCH", "EA-149-R11-WEB-READBACK" ], "unknown_ids": [ "EA-149-UNKNOWN-01", "EA-149-UNKNOWN-CURRENTNESS" ], "operational_object_ids": [], "provider": [], "models": [], "plans": [], "surfaces": [], "regions": [], "current_status": "UNKNOWN", "observation_status": "SPEC_ONLY", "freshness": "UNKNOWN", "last_verified": null, "supersedes": [], "superseded_by": [], "provenance": [ "COMM-045-EA0149", "SRC-EA-149-URL-E785CAF26D51", "SRC-EA-149-URL-A84A416835D7", "WEBBODY-EA0149-R8-C45FA019" ], "article_sources": [ { "id": "EVD-EA-149-URL-E785CAF26D51", "evidence_class": "RESEARCH", "title": "About agents; author/org=UiPath; canonical_url=", "href": "https://docs.uipath.com/agents/automation-cloud/latest/user-guide/about-agents", "supports": [], "limit": "元の監査済み資料に記載された参照先です。URLの復元は、資料の最新性や全主張の支持を新たに検証したことを意味しません。", "origin_class": "SOURCE_PACKET_REFERENCE", "source_or_experiment_ids": [ "SRC-EA-149-URL-E785CAF26D51" ], "supporting_locators": [ "EVIDENCE_TABLE", "- About agents; author/org=UiPath; canonical_url=https://docs.uipath.com/agents/automation-cloud/latest/user-guide/about-agents" ], "scope": "EVIDENCE_TABLE", "provenance_status": "SOURCE_PACKET_REFERENCE_PROJECTED" }, { "id": "EVD-EA-149-URL-A84A416835D7", "evidence_class": "RESEARCH", "title": "About agents; author/org=UiPath; canonical_url=", "href": "https://docs.uipath.com/", "supports": [], "limit": "元の監査済み資料に記載された参照先です。URLの復元は、資料の最新性や全主張の支持を新たに検証したことを意味しません。", "origin_class": "SOURCE_PACKET_REFERENCE", "source_or_experiment_ids": [ "SRC-EA-149-URL-A84A416835D7" ], "supporting_locators": [ "EVIDENCE_TABLE", "- About agents; author/org=UiPath; canonical_url=https://docs.uipath.com/" ], "scope": "EVIDENCE_TABLE", "provenance_status": "SOURCE_PACKET_REFERENCE_PROJECTED" }, { "id": "EA-149-R11-RESEARCH", "evidence_class": "RESEARCH", "title": "EA-149 監査済みresearch / canonical revision binding", "supports": [ "- ESTABLISHED: UiPath公式Agents Docsは、LLM・機械学習・従来型enterprise automationを用いるagentをprobabilistic/adaptiveなもの、RPA robotをdeterministic/rule-basedなものとして対比し、agentはunstructured/exception-heavy、robotはstructured/repetitiveな仕事に向くという設計上の整理を掲載する。agentic automationをagents・robots・humansのorchestrationとして説明している。\n- ESTABLISHED: UiPath Documentation landing pageはMaestroをagents/automations/peopleのend-to-end orchestration、Agentsをplan/build/deploy、Studio Web、connectors、data residency、Maestro Case/Flow、CLIを現行導線として掲載する。\n- NOT_ESTABLISHED: 公式Docsは概念と製品導線を確立するが、全Automation Cloud/Automation Suite/Private Cloud、edition、region、license、workspace、model、connectorでの可用性、guardrailの実効性、agent/robot連携の品質・安全率・ROIを確立しない。" ], "limit": "canonical監査・revision bindingの存在を示す。外部ソースcurrentnessが本文またはcontrol-planeで確定していない場合は、currentnessをUNKNOWNのまま保持する。", "origin_class": "AUDITED_CANONICAL_RESEARCH_PACKET", "source_or_experiment_ids": [ "COMM-045-EA0149" ], "supporting_locators": [ "COMM-045-EA0149", "EA-149-R5-LEGACY-MIGRATION-20261008-R1", "content/staging/EA-149.md" ], "scope": "監査済みEA本文・canonical revision・既存Source Graph relationの範囲。欠損currentnessは推測で閉じない。", "provenance_status": "AUDIT_PASS_CANONICAL_BINDING" }, { "id": "EA-149-R11-WEB-READBACK", "evidence_class": "IMPL", "title": "EA-149 Web body identity / canonical readback", "supports": [ "canonical staging bodyのSHA-256一致とR9 canonical ledger readbackをProduction projectionの入力として検証する。" ], "limit": "body identity/readbackは本文claim自体の真偽や外部ソースの最新性を追加保証しない。", "checked_at": null, "origin_class": "IMPLEMENTATION_READBACK", "source_or_experiment_ids": [ "WEBBODY-EA0149-R8-C45FA019" ], "supporting_locators": [ "WEBBODY-EA0149-R8-C45FA019", "content/staging/EA-149.md", "EA-149-R5-LEGACY-MIGRATION-20261008-R1" ], "scope": "R9/R10 canonical readback後のProduction生成時body identity。", "provenance_status": "CANONICAL_READBACK_BODY_HASH_MATCH" } ], "research_sections": [ { "heading": "WHY_THIS_MATTERS_TO_UPDATE", "text": "RPAの決定論的実行とLLM agentの確率的判断を同一業務プロセスで組み合わせるUiPathの構成を、Agents、Robots、people、Maestro、Studio Web、connectors、data residencyの別境界で更新へ渡す。" }, { "heading": "SCOPE_ROUTING", "text": "provider mapping / organization overlay / governance / implementation / benchmark / security / privacy / audit / cost / operability。" }, { "heading": "CLAIM_OR_RESEARCH_QUESTION", "text": "UiPathの現行Automation Cloud Agents DocsとDocumentation landing pageは、agentとrobotの役割差、agentic automation、Maestroによるorchestration、Studio Web・connector・data residency・CLIを何と記載しているか。実際のfeature availability・license・安全性をどこまで確立するか。" }, { "heading": "EVIDENCE_TABLE", "text": "- source_class=official product documentation; exact_title=Agents - About agents; author/org=UiPath; canonical_url=https://docs.uipath.com/agents/automation-cloud/latest/user-guide/about-agents; publication/update/access_date=update date not stated; Automation Cloud/latest path / accessed 2026-09-13 23:54 JST; version/release/tag/commit/API revision=Automation Cloud latest; supporting_locator=lines 141-174（LLM/enterprise automationでplan/act/adapt、agentsとrobotsのprobabilistic/deterministic差、trigger/collaboration、agentic automationの説明）; evidence_label=VERIFIED_SPEC+PRODUCT_VOLATILE; relation=support+limit。\n- source_class=official product documentation; exact_title=UiPath Documentation; author/org=UiPath; canonical_url=https://docs.uipath.com/; publication/update/access_date=update date not stated / accessed 2026-09-13 23:54 JST; version/release/tag/commit/API revision=current documentation landing page; supporting_locator=lines 12-31（Maestroがagents/robots/peopleをorchestrate、Agentsのplan/build/deploy、end-to-end process）、lines 37-77（Studio Web、conectors、firewall、data residency）、lines 79-95（Maestro Case/Flow、Coding Agents、CLI）; evidence_label=VERIFIED_SPEC+PRODUCT_VOLATILE; relation=support+context+availability。" }, { "heading": "FINDINGS", "text": "- ESTABLISHED: UiPath公式Agents Docsは、LLM・機械学習・従来型enterprise automationを用いるagentをprobabilistic/adaptiveなもの、RPA robotをdeterministic/rule-basedなものとして対比し、agentはunstructured/exception-heavy、robotはstructured/repetitiveな仕事に向くという設計上の整理を掲載する。agentic automationをagents・robots・humansのorchestrationとして説明している。\n- ESTABLISHED: UiPath Documentation landing pageはMaestroをagents/automations/peopleのend-to-end orchestration、Agentsをplan/build/deploy、Studio Web、connectors、data residency、Maestro Case/Flow、CLIを現行導線として掲載する。\n- NOT_ESTABLISHED: 公式Docsは概念と製品導線を確立するが、全Automation Cloud/Automation Suite/Private Cloud、edition、region、license、workspace、model、connectorでの可用性、guardrailの実効性、agent/robot連携の品質・安全率・ROIを確立しない。" }, { "heading": "LIMITS / COUNTEREVIDENCE / FAILURE_ENVELOPE", "text": "latest pathでrelease固定がない。agentのprobabilistic decision、context/RAG誤り、robot credential/side effect、Maestro case/flowのlong-running timeout、human escalation欠落、connector outage、model/provider変更、data residency違反、license/role差が失敗包絡になる。Docs navigationにEvaluations/Agent traces/Agent scoreはあるが、今回の公開ページからdataset・threshold・結果は確認できない。独立benchmark・incident・production caseの再現可能根拠は未採集。" }, { "heading": "AVAILABILITY_GATES", "text": "Automation Cloud vs Automation Suite vs Private Cloud、Agents/Studio Web/Maestro/Robot/Orchestrator/Action Center license、agent workspace・role・tenant、supported model・region・data residency、connector/API/credential scope、RPA package/runtime、human approval/escalation、quota/concurrency、logs/traces/retention、release/tag。" }, { "heading": "IMPLEMENTATION_STATE", "text": "UiPath公式Docsの公開仕様・導線確認のみ。tenant sign-in、workspace/license変更、agent/robot作成、connector接続、Maestro実行、外部書込み、課金・本番評価は未実施。" }, { "heading": "BENCHMARK_OR_EVAL", "text": "Docs navigationはEvaluations、Agent traces、Agent scoreを示すが、具体的な評価計算、test set、ground truth、reproducibility、threshold、failure rateは本Packetで確立していない。UNKNOWN。" }, { "heading": "SECURITY / PRIVACY / AUDIT / COST / OPERABILITY", "text": "Security=robot credential、connector scope、agent guardrail、human escalation、prompt injection、Maestro policy。Privacy=Automation Cloud data residency、prompt/context/files、robot data、traces/logs、model provider。Audit=agent/robot/flow/case version、model、tool/activity、approval/escalation、trace、admin change。Cost=agent/model tokens、robot/runtime、Maestro/Orchestrator、connector、storage、evaluation。Operability=release pinning、case/flow timeout、retry/idempotency、rollback、agent/robot handoff、trace completeness、outage recovery。" }, { "heading": "SAFE_WORDING_FOR_FUTURE_BOOK", "text": "「UiPathの公式Agents Docsは、agentを確率的・適応的な判断系、RPA robotを決定論的な実行系として対比し、両者と人を組み合わせるagentic automationを説明している。公式Docsの現行導線にはMaestro、Studio Web、connectors、data residency、評価・trace系の項目があるが、製品・license・region・workspace・modelの可用性と実測安全性は別途確認が必要である。」" }, { "heading": "UPDATE_WORK_HANDOFF", "text": "automation mappingではagent/robot/humanを混同せず、Maestroをorchestration layer、Studio Web/Agentsをbuild/run layer、connector/credential/data residencyをorganization overlayとして記録する。次回はfeature availability matrix、license/pricing、supported model/data residency、guardrail/trace/eval仕様、公開incident、long-running/retry/rollback TEST_PROFILEを補う。" }, { "heading": "OPEN_UNKNOWN", "text": "current release/tag、Agents feature availability、exact licensing/cost、Automation Cloud/Private Cloud差、Maestro Case/Flow semantics、supported model/region、connector credentials、guardrail/eval metrics、trace retention、公開failure/incident。" }, { "heading": "STOP_CONDITION", "text": "UiPathの自己説明を「enterprise-ready」や安全保証として再記述しない。agent/robot/humanの役割差を実測性能と混同せず、latest Docsの存在を全deploymentの可用性へ外挿しない。\nUNIT_CLOSE_STATUS: INDIVIDUAL_BOUNDED_CLOSE / EVIDENCE_RECORDED / UNKNOWN_PRESERVED\n\n---" } ], "human_url": "/tools/ea-149-uipath-agentic-automation", "markdown_url": "/agent/article.md?path=%2Ftools%2Fea-149-uipath-agentic-automation", "json_url": "/agent/article.json?path=%2Ftools%2Fea-149-uipath-agentic-automation" }