{"id":"workato-ai-workflow-bot-builder--workato-com","name":"Workato AI (Workflow Bot Builder)","url":"https://www.workato.com/ai","page":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/workato-ai-workflow-bot-builder--workato-com","family":"agents","section":"AI sandbox & runtime environments","sections":["AI sandbox & runtime environments"],"tier":2,"last_verified_at":"2026-10-27","lifecycle":{"status":"active","severity":0,"note":null},"taxonomy":null,"cells":{"type":{"value":"Enterprise iPaaS with AI-agent / workflow-sandbox tier (Workato AI)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"desc":{"value":"Workato is the enterprise iPaaS (integration platform) leader — $200M+ ARR, $5.7B valuation 2021. 2023-24 launched Workato AI / Workbot AI with AI-agent workflow sandbox capability inside its automation runtime. Used by Slack-bot / automation customers for AI-augmented workflows. Distinct from pure agent frameworks (CrewAI / LangGraph) by being deeply enterprise-iPaaS-anchored.","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"claims":{"value":"$200M+ ARR; $5.7B valuation Nov-2021 Series E (Battery Ventures + Insight + Altimeter); founded 2013 by Vijay Tella (ex-Oracle / TIBCO); Workato AI / Workbot AI 2023-24; 17,000+ enterprise customers","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"modalities":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"created":{"value":"2013 (founded); 2023-24 (Workato AI / Workbot AI features)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"latest-release":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"license":{"value":"not applicable — not OSS","citation":null,"status":"not-applicable","tier":"T3"},"gh":{"value":"not applicable — no GitHub repo","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"mindshare":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"citations":{"value":"not applicable — not academic","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"funding":{"value":"$415M total raised; $5.7B valuation Series E Nov-2021 (Battery Ventures + Insight Partners + Altimeter Capital)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","last_verified_at":"2026-05-14","source_class":"vendor"},"customers":{"value":"17,000+ enterprises; Box, Cisco, Atlassian, Slack, Broadcom, ServiceNow","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"pricing":{"value":"Enterprise (quote-only); per-recipe + per-task pricing","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"compliance":{"value":"SOC 2 Type II; HIPAA; ISO 27001; GDPR; PCI DSS","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"data-handling":{"value":"Never trains on customer data; data residency US/EU/APAC","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"deployment":{"value":"Managed cloud (SaaS only)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"hq":{"value":"Mountain View, US","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"founders":{"value":"Vijay Tella (CEO; ex-Oracle, ex-TIBCO); Gautham Viswanathan (CPO; ex-Oracle); Sumit Sharma (ex-Oracle)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"volume":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"perf":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"repro":{"value":"not applicable — not a research paper","citation":null,"status":"not-applicable","tier":"T3"},"code-release":{"value":"not applicable — not OSS","citation":null,"status":"not-applicable","tier":"T3"},"api-surface":{"value":"REST + Workato Connector SDK; recipe-based DSL","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"latency":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"throughput":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"backend-storage":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"multi-tenancy":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"encryption":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"sso-rbac":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"embedding-model":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"consistency":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"versioning":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"tombstoning":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"schema-evolution":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"namespace":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"contradiction":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"forgetting":{"value":"not applicable — not a memory product","citation":null,"status":"not-applicable","tier":"T3"},"mcp-support":{"value":"yes — Workato Enterprise MCP (MCP gateway and registry, can proxy third-party MCP servers) plus App and Data MCP Servers","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"a2a-support":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"otel":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"webhooks":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"import-export":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"integration-count":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"orchestration":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"programmatic-control":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"vendor-benchmarks":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-13"},"pricing-specifics":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"agent-abstraction":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"memory-primitives":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"llm-lock":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"runtimes":{"value":"Workato proprietary runtime (Java + Ruby)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"session-handling":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"validated-verticals":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"time-to-running":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"anti-fit":{"value":"not applicable — sandbox/runtime, not memory product","citation":null,"status":"not-applicable","tier":"T3"},"optimised-for":{"value":"enterprise iPaaS workflows with AI-agent + LLM nodes; Slack-bot / automation","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"adjacent-infrastructure":{"value":"Salesforce Agentforce / HubSpot Breeze (CRM-bound automation); Microsoft Power Automate; Zapier / n8n (smaller-scale automation)","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"pros":{"value":"Massive enterprise iPaaS distribution (17k+ customers, $200M+ ARR); deeply embedded in enterprise workflows; SOC 2 / HIPAA / FedRAMP-grade enterprise posture; Workato AI extends to native AI-agent workflows.","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"cons":{"value":"Not a developer-targeted product (enterprise-iPaaS-anchored); pricing opaque; competes with Zapier / Microsoft Power Automate / Make.com on adjacent positioning.","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"links":{"value":"www.workato.com/ai","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"obs-langsmith":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-opentelemetry":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-datadog":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-helicone":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-weave":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-langfuse":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-arize":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"obs-custom":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-token-budget":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-prompt-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-semantic-caching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-batching":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-model-routing":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-streaming-only":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"cost-observability-cost-attribution":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-langsmith-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-braintrust":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-weights-and-biases-agent":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-helicone-evals":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-custom-test-harness":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-human-loop":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"eval-production-traffic-replay":{"value":"","citation":null,"status":"no-data","tier":"T3","last_verified_at":"2026-05-14"},"commit-trajectory":{"value":"not applicable — no GitHub repo","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"citation-trajectory":{"value":"not applicable — non-paper row","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"download-trajectory":{"value":"not applicable — not published as a package","citation":null,"status":"not-applicable","tier":"T3","last_verified_at":"2026-05-14"},"cost-input-usd-per-mtok":{"value":"not applicable — subscription pricing, no per-token cost","citation":"https://www.workato.com/ai","status":"not-applicable","tier":"T2","source_class":"vendor"},"cost-output-usd-per-mtok":{"value":"not applicable — subscription pricing, no per-token cost","citation":"https://www.workato.com/ai","status":"not-applicable","tier":"T2","source_class":"vendor"},"cost-tier":{"value":"not applicable — subscription pricing, no per-token cost","citation":"https://www.workato.com/ai","status":"not-applicable","tier":"T2","source_class":"vendor"},"cost-pricing-model":{"value":"subscription","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"cost-last-verified":{"value":"2026-06-29","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"capability-composite-score":{"value":"50","citation":null,"status":"estimate","tier":"T3"},"capability-band":{"value":"competent","citation":null,"status":"estimate","tier":"T3"},"capability-benchmark-sources":{"value":"general capability estimate — no specific benchmark recalled","citation":null,"status":"estimate","tier":"T3"},"capability-last-verified":{"value":"2026-06-29","citation":null,"status":"estimate","tier":"T3"},"use-case-tags":{"value":"scoped-agentic, multi-agent-coordination","citation":null,"status":"estimate","tier":"T3"},"use-case-anti-tags":{"value":"code-generation-focused, offline-capable, memory-augmented-chat","citation":null,"status":"estimate","tier":"T3"},"adoption-accelerator":{"value":"","citation":null,"status":"no-data","tier":"T3"},"architecture-deployment-locus":{"value":"cloud","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"licensing-bucket":{"value":"commercial","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"positioning-platform-vs-product":{"value":"platform","citation":"https://www.workato.com/ai","status":"real-data","tier":"T2","source_class":"vendor"},"taxonomy-three-layer-rollup":{"value":"agent-infra","citation":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/docs/schema/section-to-three-layer-rollup.json","status":"real-data","tier":"T1","source_class":"repo"},"developer-activity-opendigger":{"value":"","citation":null,"status":"no-data","tier":"T3"},"freshness-date":{"value":"2026-10-27","citation":"https://mrpeppersdev.github.io/agent-infrastructure-landscape/systems/workato-ai-workflow-bot-builder--workato-com","status":"real-data","tier":"T2","source_class":"catalog"},"compliance-certifications":{"value":"hipaa,iso27001,iso27701,iso42001,pci-dss,soc3","citation":"https://www.workato.com/platform/security","status":"real-data","tier":"T2","source_class":"vendor"},"sdk-languages":{"value":"rest","citation":"https://docs.workato.com/en/","status":"real-data","tier":"T2","source_class":"vendor"},"protocol-support":{"value":"a2a,mcp-client,mcp-server","citation":"https://docs.workato.com/en/","status":"real-data","tier":"T2","source_class":"vendor"},"maturity":{"value":"","citation":null,"status":"no-data","tier":"T3"}},"corroboration":{"cited_cells":29,"third_party_cells":0},"edges":{"outgoing":[],"incoming":[]},"history":[{"date":"2026-10-27","commit":"b99521d368","pr":270,"kind":"update","changes":[{"field":"mcp-support","label":"MCP support","from":"not applicable — sandbox/runtime, not memory product","to":"yes — Workato Enterprise MCP (MCP gateway and registry, can proxy third-party MCP servers) plus App and Data MCP Servers","source":"https://www.workato.com/ai"}]}],"license":"CC-BY-4.0","source":"https://github.com/MrPeppersDev/agent-infrastructure-landscape/blob/main/data/landscape.json"}