AI visibility report
AI visibility report for Orkes in Workflow Orchestration & Durable Execution.
Outside the top three on 22 of the 25 prompts buyers actually ask.
Temporal is cited on 15 of those losses.
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Track Orkes across these prompts daily.
Start free trialStill absent from 91.3% of tracked prompt responses
Top-3 citations across 150 prompt × platform pairs
Peer Ranking
Key Metrics
Platform Breakdown
Grok
Google AI Mode
ChatGPT
Perplexity
Bing Copilot
Gemini SearchHow to read this. Orkes appears in 8.7% of tracked prompt responses. Presence is absolute coverage; share of voice is relative citation share; sentiment measures tone only when the brand appears.
Where Orkes is losing
Prompts where competitors are visible and Orkes is not.
These prompt-level losses are the first prompts to track and repair.
Where Orkes is winning2
What workflow orchestration tools support human-in-the-loop workflows where execution pauses indefinitely until a person approves the next step?
Avg # 1.0 · 1 platform
Which workflow orchestration tools can a Node.js team integrate into an existing codebase without rewriting their business logic?
Avg # 1.0 · 1 platform
Where Orkes is losing5
Which durable workflow platforms support versioning workflows so you can deploy code changes without breaking in-flight executions?
Competitors on 4 platforms
Track this promptWhat durable execution tools have the best local development experience so engineers can step through a long-running workflow without deploying to a staging environment?
Competitors on 4 platforms
Track this promptWhat durable execution tools guarantee at-least-once execution and idempotency so workflows never silently drop work in a distributed system?
Competitors on 4 platforms
Track this promptI'm evaluating durable execution platforms for a startup with complex multi-step background jobs — which ones have the fastest time to value?
Competitors on 4 platforms
Track this promptWhat's the easiest durable workflow platform to adopt for a backend team tired of managing unreliable cron jobs and retry logic from scratch?
Competitors on 3 platforms
Track this prompt
Track Orkes daily before the next report refresh.
Track these gapsResearch dossierCapabilities, use cases, sources, reviews, pricing, and FAQ
Overview
Orkes is a modern agentic workflow orchestration platform built by the original architects of Netflix's Conductor, an open-source microservices orchestration engine created at Netflix in 2016. Orkes offers a fully managed, enterprise-grade cloud service layered on Conductor, enabling organizations to build, orchestrate, and operate AI agents, microservices, APIs, and human-in-the-loop tasks within a single durable execution platform. The platform provides a visual workflow designer, polyglot SDKs (Java, Python, Go, C#, JavaScript, TypeScript), LLM task integration, an MCP Gateway for agentic AI, real-time observability, and enterprise security including RBAC and SOC2 Type II compliance. Trusted by over 3,000 global enterprises—including Fortune 100 companies—Orkes executes more than one billion workflows daily across financial services, media, healthcare, and logistics.
Orkes is an enterprise agentic workflow orchestration platform built on the Netflix Conductor open-source engine. It enables teams to design, execute, and monitor complex workflows across microservices, AI agents, APIs, and human tasks—with built-in durability, observability, and enterprise-grade governance—delivered as a fully managed cloud service or customer-hosted deployment on any major cloud or on-premises.
Key Facts
- Founded
- 2020
- HQ
- Santa Clara, CA, USA
- Founders
- Jeu George, Viren Baraiya, Dilip Lukose +1 more
- Funding
- ~$89.3M
- Customers
- 3,000+ enterprises
- Status
- Private
Target users
Key Capabilities10
- Fully managed enterprise cloud platform built on Netflix Conductor open-source engine
- Visual drag-and-drop workflow designer plus code-based SDK workflow definitions
- AI/LLM task integration with AI Prompt Studio and prompt template management
- Agentic workflows blending structured process stages with LLM-driven decisions
- MCP Gateway converting internal APIs into safe, auditable tools for AI agents
- Human-in-the-loop task management for approvals and exception handling
- Durable execution with automatic state persistence, fault-tolerant retries, and timeout handling
- Real-time workflow monitoring, step-by-step execution visualization, and full audit logs
- Fine-grained RBAC, SSO, bring-your-own-keys encryption, SOC2 Type II compliance
- Multi-cloud and on-premises deployment (AWS, Azure, GCP) with up to 99.99% availability SLA
Key Use Cases8
- Microservices workflow orchestration for distributed enterprise applications
- Agentic AI workflows deploying LLM-driven agents reliably in production
- Real-time and asynchronous API orchestration across HTTP and gRPC services
- Event-driven architecture with durable, long-running workflow execution
- Human-in-the-loop process management requiring approvals and manual task handling
- Financial services transaction processing, fraud detection, and payment workflows
- Media supply chain and content processing pipeline automation
- Healthcare process management and clinical workflow orchestration
Orkes customer outcomes
95% reduction in DevOps time spent managing OSS Conductor
Migrated from self-managed OSS Conductor to Orkes, dramatically reducing the infrastructure management burden on DevOps architects and freeing engineers to focus on building new services and features.
5x increase in Netflix's internal Conductor usage in recent months
Netflix continued and expanded its reliance on the open-source Conductor engine maintained by Orkes, with internal usage accelerating significantly in 2026.
Orkes enabled Foxtel to increase developer agility and create cost efficiencies, resulting in migration of additional workflows from other platforms to Orkes.
Recent Trend
How AI describes Orkes3
Netflix Conductor (and Orkes Conductor) How it handles versioning: Conductor utilizes definition versioning.
Which durable workflow platforms handle partial outages gracefully by resuming in-progress executions automatically when the system recovers?
Orkes : Built on top of Netflix Conductor , Orkes provides a robust managed service that is excellent for visual workflow orchestration and complex, multi-step DAGs (Directed Acyclic Graphs), speeding up the creation of complex business logic.
I need a workflow engine that supports saga patterns for distributed transactions with automatic compensation on failure — what are my options?
Conductor (Orkes) : Developed by Netflix, Conductor is a microservices orchestrator that excels at defining complex, multi-step workflows.
What workflow orchestration tools do platform teams recommend for reducing the custom infrastructure a product team needs to build for reliable background jobs?
Most cited sources8
5Modern Workflow Orchestration Platform | Orkes
orkes.io·Product Page
- 4
Human-in-the-Loop in Agentic Workflows: From Definition to Walkthrough Demo and Use Cases
orkes.io·Blog Post
- 3
Unified Application Platform | Orkes Conductor
orkes.io·Landing Page
- 2
Running a Billion Workflows a month with Orkes Conductor
orkes.io·Blog Post
- 2
Orkes Conductor vs Temporal
orkes.io·Documentation
- 2
Saga Pattern in Distributed Systems
orkes.io·Blog Post
Alternatives in Workflow Orchestration & Durable Execution6
Orkes positions itself as the enterprise-grade, fully managed cloud platform built on the battle-tested Netflix Conductor open-source engine, targeting the gap between AI/workflow prototypes and production-ready deployments.
- It differentiates from Temporal (also open-source-derived) by emphasizing its Netflix-scale pedigree, an integrated AI/agentic layer, and an MCP Gateway for connecting LLMs to enterprise APIs.
- Compared to Camunda (BPMN-focused), Orkes targets developer-first teams preferring code-centric, polyglot workflow definitions.
- Against AWS Step Functions, Orkes stresses multi-cloud portability and a richer AI orchestration feature set.
- Its primary narrative is serving as the 'missing orchestration layer' that makes AI systems reliable, observable, and governable at enterprise scale.
Reviews
Praised
- Simplifies complex workflow creation
- Strong scalability for distributed systems
- Responsive and helpful customer support
- Visual workflow editor reduces infrastructure focus
- Built-in retry, failure handling, and timeout management
- Human-in-the-loop task support
- Good real-time visibility into executions and failures
- Faster time-to-production for modular workflow solutions
Criticized
- Steep learning curve for new users
- Requires strong distributed systems knowledge
- SSO/IDP integration is unnecessarily difficult
- Documentation depth insufficient for onboarding
- Platform can be resource-intensive at scale
- Feature breadth can be overwhelming
- Occasional UI performance slowness
Users on G2 (4.5/5, 26 reviews) consistently praise Orkes for simplifying complex workflow orchestration, strong scalability, responsive and accessible customer support, and a visual editor that lets developers focus on business logic rather than infrastructure. Reviewers highlight the value of built-in retry, failure handling, and timeout management, as well as human-in-the-loop task support. Common criticisms include a steep initial learning curve requiring distributed systems expertise, insufficient documentation for onboarding, challenges with SSO/IDP integration, and resource intensity at high scale.
Pricing
Orkes offers two tiers: a free Developer Edition (sandbox with all Conductor OSS features plus most enterprise capabilities; not production-grade, no SLA, rate-limited, for individual developers) and a custom-priced Enterprise plan with dedicated Conductor clusters, flexible deployment (Orkes-hosted or customer-hosted on AWS, Azure, GCP, or on-premises), up to 99.99% availability SLA, SOC2 Type II compliance, RBAC, SSO, bring-your-own-keys encryption, audit logs, and tiered Standard or Premium support with guaranteed SLA-backed response times and a dedicated Technical Account Manager. Enterprise pricing requires a demo/sales engagement. Orkes Cloud is also available on the AWS Marketplace.
Limitations
- Reviewers on G2 and Gartner Peer Insights cite a significant learning curve requiring strong knowledge of distributed systems and scripting.
- SSO integration with identity providers has been noted as unnecessarily difficult by multiple reviewers.
- Documentation depth has been flagged as insufficient by some users.
- The platform can be resource-intensive at scale.
- The free Developer Edition has rate limits and no SLA, making it unsuitable for production workloads.
- Enterprise pricing is custom and undisclosed, which may create friction in budget evaluation cycles.
- Some users report occasional UI performance slowness.
Frequently asked questions
Topic coverageCoverage by buyer topic
Topic Coverage
Prompt-Level Results
| Prompt | Perplexity | ChatGPT | Bing Copilot | Gemini Search | Google AI Mode | Grok |
|---|---|---|---|---|---|---|
Capability3/5 cited (60%) | ||||||
Which durable workflow platforms support versioning workflows so you can deploy code changes without breaking in-flight executions? | ||||||
Which platforms handle long-running workflows that can sleep for days or months and resume exactly where they left off after an external event? | ||||||
I need a workflow engine that supports saga patterns for distributed transactions with automatic compensation on failure — what are my options? | ||||||
What workflow orchestration tools support human-in-the-loop workflows where execution pauses indefinitely until a person approves the next step? | ||||||
Which durable execution platforms handle fan-out scenarios where a parent workflow spawns thousands of child tasks and waits for all results? | ||||||
Developer Experience2/5 cited (40%) | ||||||
Which workflow orchestration platforms let developers write workflows in plain code without learning a proprietary DSL or YAML configuration? | ||||||
What durable execution tools have the best local development experience so engineers can step through a long-running workflow without deploying to a staging environment? | ||||||
Looking for a workflow orchestration platform with a visual workflow replay UI so on-call engineers can debug a failed run without reading raw logs — what are my options? | ||||||
Which durable workflow platforms support TypeScript-native workflows with strong type safety and IDE autocomplete? | ||||||
What workflow orchestration tools do platform teams recommend for reducing the custom infrastructure a product team needs to build for reliable background jobs? | ||||||
Integrations & Ecosystem1/5 cited (20%) | ||||||
What durable execution tools work well with serverless compute platforms so individual workflow steps run as isolated functions without dedicated workers? | ||||||
What durable workflow platforms support scheduling and cron-like triggers natively so teams can replace job schedulers without adding another tool? | ||||||
Which workflow orchestration tools integrate with observability platforms so traces span across workflow steps and external API calls? | ||||||
Which workflow orchestration platforms integrate natively with event streaming platforms to trigger workflows from topic messages? | ||||||
Looking for a workflow platform with strong LLM provider integrations for building AI agent pipelines with retry logic and state persistence — what should I look at? | ||||||
Performance & Reliability4/5 cited (80%) | ||||||
Which workflow orchestration platforms can scale to millions of concurrent workflow executions without degrading scheduler throughput? | ||||||
What durable execution tools guarantee at-least-once execution and idempotency so workflows never silently drop work in a distributed system? | ||||||
Which workflow platforms have the lowest latency for triggering a new workflow execution in response to an inbound webhook event? | ||||||
Which durable workflow platforms handle partial outages gracefully by resuming in-progress executions automatically when the system recovers? | ||||||
What orchestration tools are battle-tested for production use at high scale — which ones do high-growth startups rely on for mission-critical workflows? | ||||||
Setup & First Run1/5 cited (20%) | ||||||
What workflow orchestration platforms offer a managed cloud service with minimal ops overhead for a 10-person backend team? | ||||||
What's the easiest durable workflow platform to adopt for a backend team tired of managing unreliable cron jobs and retry logic from scratch? | ||||||
Which durable workflow tools have self-hosted options that are straightforward to deploy on a single server for a team not ready for managed services? | ||||||
I'm evaluating durable execution platforms for a startup with complex multi-step background jobs — which ones have the fastest time to value? | ||||||
Which workflow orchestration tools can a Node.js team integrate into an existing codebase without rewriting their business logic? | ||||||
Turn this matrix into daily prompt monitoring.
Track prompt changesVertical Ranking
| # | Brand | PresencePres. | Share of VoiceSoV | DocsDocs | BlogBlog | MentionsMent. | Avg PosPos | Sentiment |
|---|---|---|---|---|---|---|---|---|
| 1 | Temporal | 34.7% | 35.2% | 12.0% | 22.0% | 28.7% | #22.8 | +0.38 |
| 2 | Inngest | 19.3% | 14.0% | 6.7% | 6.0% | 19.3% | #30.2 | +0.44 |
| 3 | Restate | 13.3% | 8.3% | 4.0% | 4.0% | 13.3% | #25.9 | +0.47 |
| 4 | AWS Step Functions | 12.7% | 8.3% | 2.0% | 0.0% | 10.7% | #27.4 | +0.44 |
| 5 | Kestra | 12.0% | 6.8% | 4.0% | 4.0% | 12.0% | #27.7 | +0.41 |
| 6 | Trigger.dev | 9.3% | 7.5% | 0.7% | 0.7% | 9.3% | #35.4 | +0.30 |
| 7 | Orkes | 8.7% | 3.8% | 1.3% | 6.0% | 8.7% | #27.2 | +0.32 |
| 8 | Prefect | 8.7% | 6.0% | 1.3% | 4.7% | 8.7% | #36.6 | +0.42 |
| 9 | Camunda | 7.3% | 5.5% | 2.7% | 6.0% | 7.3% | #50.8 | +0.26 |
| 10 | Hatchet | 3.3% | 2.3% | 2.0% | 1.3% | 3.3% | #17.9 | +0.58 |
| 11 | Windmill | 3.3% | 2.3% | 0.7% | 2.0% | 3.3% | #25.8 | +0.27 |
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