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Google Cloud Workflows

cloud.google.com

From $0.01/mo Free plan WebAPI
Visit cloud.google.com
Spec score 8.8 #2 of 28 in IT Orchestration Software

What it is

Google Cloud Workflows is a managed orchestration platform for running Google Cloud services, custom services, and HTTP APIs in a chosen sequence. Workflow definitions use YAML or JSON and can combine ordered steps with conditions, loops, parallel work, and reusable subworkflows. Start an execution manually, through client libraries or REST, or on a schedule with Cloud Scheduler. Connectors link workflows to Google Cloud APIs such as Pub/Sub, Firestore, and Secret Manager, while workflow steps can also call custom or private HTTP and HTTPS endpoints. Reliability features include retries, polling, error handling, callbacks, and waits of up to one year. A single execution can run up to 100,000 steps and last no more than one year. IAM controls access; Secret Manager can store and retrieve secrets. Cloud Logging and Cloud Monitoring surface execution logs, volume, errors, and duration. Pricing is based on executed steps, including failed and retried steps, while idle workflows incur no charges. The free plan includes 5,000 internal and 2,000 external steps; paid usage starts at $0.01 per month, with rates that vary by step type and volume.

Spec sheet

What it does
Google Cloud Workflows orchestrates Google Cloud services, custom Cloud Run services or functions, and HTTP APIs into serverless applications and pipelines without infrastructure management.Read 15 Oct 2026 · docs.cloud.google.com
Integrations
Connectors integrate workflows with Google Cloud APIs and handle request formatting, retries, and long-running operations; examples include Pub/Sub, Firestore, and Secret Manager.Read 3 Oct 2026 · docs.cloud.google.com
Security
Workflows runs in a sandboxed environment without code or library dependencies that require security patches, and it can use Secret Manager to store and retrieve secrets.Read 3 Oct 2026 · cloud.google.com
Compliance
Google lists Workflows as compliant with C5:2020, FedRAMP High, HIPAA, HITRUST CSF, ISO 27001/27017/27018, PCI DSS, and SOC 1/2/3, excluding Preview features.Read 15 Oct 2026 · cloud.google.com
Support
Google Cloud customers, including free trial customers, receive Basic Support with documentation, community forums, billing assistance, and Active Assist.Read 3 Oct 2026 · cloud.google.com
Access control
Workflows uses IAM, and connectors use built-in IAM authentication while requiring the workflow service account to have the needed permissions.Read 3 Oct 2026 · docs.cloud.google.com
API surface
The documentation provides Workflows and Workflow Executions REST APIs, gcloud CLI commands, syntax and connector references, and client-library references.Read 15 Oct 2026 · docs.cloud.google.com
Authentication
Connectors use IAM-based service-account authentication, but the workflow service account still needs permissions for each target API.Read 15 Oct 2026 · docs.cloud.google.com
Breaking change
From May 2, 2025, Workflows no longer supports HTTP requests to IP-based GKE control-plane endpoints; DNS endpoints are required.Read 15 Oct 2026 · docs.cloud.google.com
Callbacks
A workflow can create a callback URL and wait for external or human-in-the-loop input for up to one year.Read 15 Oct 2026 · cloud.google.com
Company founding
Google's company history says Google Inc. was officially established in August 1998.Read 15 Oct 2026 · about.google
Company ownership
Google is a subsidiary of Alphabet, according to its Crunchbase organization profile.Read 15 Oct 2026 · crunchbase.com
Company profile
LinkedIn lists Google as a public software-development company headquartered in Mountain View, California, with 10,001+ employees.Read 15 Oct 2026 · linkedin.com
Connector integrations
Documented connector examples include Pub/Sub, Firestore, Secret Manager, BigQuery, Google Sheets, Cloud Translation, Cloud Run, Batch, and Kubernetes APIs.Read 15 Oct 2026 · docs.cloud.google.com
Connectors
Connectors simplify Google Cloud API calls by formatting requests and providing built-in retries and long-running-operation handling.Read 15 Oct 2026 · docs.cloud.google.com
Documentation depth
The documentation set includes quickstarts, tutorials, syntax and standard-library references, REST APIs, connectors, quotas, release notes, training, and code samples.Read 15 Oct 2026 · docs.cloud.google.com
Encryption
Customer-managed Cloud KMS keys can encrypt workflow definitions and execution data at rest.Read 15 Oct 2026 · docs.cloud.google.com
Execution limits
A workflow execution can contain up to 100,000 steps and run for at most one year.Read 15 Oct 2026 · docs.cloud.google.com
External APIs
Workflow steps can make HTTP or HTTPS requests to APIs, including custom and private endpoints.Read 3 Oct 2026 · docs.cloud.google.com
Formats
Workflow definitions use YAML or JSON, and Google publishes JSON-schema support for syntax autocompletion.Read 15 Oct 2026 · github.com
Free credits
New Google Cloud customers get $300 in free credits to spend on Workflows.Read 3 Oct 2026 · cloud.google.com
Infrastructure as code
Google documents creating, deploying, and executing Workflows with Terraform and the Google provider.Read 15 Oct 2026 · docs.cloud.google.com
Licence
The managed Workflows service is proprietary; Google's public Workflows samples repository is marked Apache-2.0.Read 15 Oct 2026 · github.com
Limit: learning curve
A G2 reviewer says the product can be complex initially and requires a solid understanding to use effectively.Read 15 Oct 2026 · g2.com
Limit: pipeline controls
A G2 reviewer requests additional pipeline-control capabilities.Read 15 Oct 2026 · g2.com
Limit: pricing
G2 reviewers complain that pricing can become costly for complex flows and that the free quota is small.Read 15 Oct 2026 · g2.com
Monitoring
Workflows integrates with Cloud Logging and Cloud Monitoring for execution logs, volume, error rates, and execution time.Read 3 Oct 2026 · cloud.google.com
Network controls
VPC Service Controls can protect Workflows, but perimeter restrictions block third-party and non-compliant Google Cloud endpoints.Read 15 Oct 2026 · docs.cloud.google.com
Notable limits
A workflow execution can perform at most 100,000 steps, and its maximum execution duration is one year.Read 3 Oct 2026 · docs.cloud.google.com
Observability
Workflows automatically integrates with Cloud Logging, Cloud Monitoring, and Cloud Audit Logs for execution and health visibility.Read 15 Oct 2026 · docs.cloud.google.com
Parallelism
Parallel steps support up to 10 branches, nesting depth of 2, and 20 concurrent branches or iterations per execution.Read 15 Oct 2026 · docs.cloud.google.com
Praise: automation and ease
G2 reviewers repeatedly describe Workflows as simple, easy to use, and effective for automating complex processes and combining APIs, microservices, and business processes.Read 15 Oct 2026 · g2.com
Praise: integration and maintenance
G2 reviewers praise straightforward SDK integration, dynamic job setup, scalability, and the lack of infrastructure maintenance.Read 15 Oct 2026 · g2.com
Pricing behavior
Pricing is based on executed steps, including failed and retried steps, and no charges accrue while a workflow is idle.Read 3 Oct 2026 · cloud.google.com
Rating on G2
4.4 out of 5 from 6 reviews.Read 15 Oct 2026 · g2.com
Regional deployment
Workflows is a regional service, and a deployed workflow executes in its selected region although outbound calls may originate elsewhere.Read 15 Oct 2026 · docs.cloud.google.com
Release: Kubernetes connector
Google announced general availability of the Kubernetes API connector on March 28, 2025.Read 15 Oct 2026 · docs.cloud.google.com
Release: tags
Google added support for creating and managing resource tags on February 28, 2025.Read 15 Oct 2026 · docs.cloud.google.com
Reliability
Workflows supports retries, polling, error handling, and callbacks, and workflows can wait for up to one year.Read 3 Oct 2026 · cloud.google.com
Retry and error handling
Users can configure default or custom retry policies, timeouts, and error handling for failed services.Read 15 Oct 2026 · cloud.google.com
SDK languages
Official client libraries are documented for C++, C#, Go, Java, Node.js, Python, and Ruby.Read 15 Oct 2026 · docs.cloud.google.com
Security architecture
Workflows runs in a sandbox with no workflow code or library dependencies that require security patching.Read 15 Oct 2026 · docs.cloud.google.com
Service execution
Workflows runs services in a user-defined order and scales with demand, including scaling down to zero.Read 15 Oct 2026 · docs.cloud.google.com
Source and data limits
Workflow source is limited to 128 KB, HTTP responses to 2 MB, expressions to 400 characters, and cumulative variables, arguments, and event data to 512 KB.Read 15 Oct 2026 · docs.cloud.google.com
State and fault tolerance
Workflows checkpoints state after each step and uses replication across zones to continue executions during outages.Read 15 Oct 2026 · cloud.google.com
Triggers
Workflows supports event-driven Eventarc triggers, scheduled executions, and programmatic execution.Read 15 Oct 2026 · cloud.google.com
Use cases
Google identifies service orchestration, batch jobs, business process automation, and IT process automation as Workflows use cases.Read 3 Oct 2026 · docs.cloud.google.com
Workflow definitions
Workflows are defined in YAML or JSON and can include ordered steps, conditions, loops, parallel steps, and reusable subworkflows.Read 3 Oct 2026 · docs.cloud.google.com

Plans and prices

Always Free Free Monthly free usage limits 5,000 internal steps · 2,000 external steps Read 3 Oct 2026 · cloud.google.com
Always Free external steps Free monthly 2,000 external steps per account each month Read 15 Oct 2026 · cloud.google.com
Always Free internal steps Free monthly 5,000 internal steps per account each month Read 15 Oct 2026 · cloud.google.com
Internal steps $0.01 a month per 1,000 steps after 5,000 free steps Steps 5,000 to 100,000,000; higher usage requires contacting sales Read 15 Oct 2026 · cloud.google.com
Pay as you go $0.01 a month Per increment of 1,000 steps per month; internal steps after the first 5,000 External steps after the first 2,000: $0.025 per increment of 1,000 · After 100 million internal or external steps: contact sales Read 3 Oct 2026 · cloud.google.com
External steps $0.03 a month per 1,000 steps after 2,000 free steps Steps 2,000 to 100,000,000; higher usage requires contacting sales Read 15 Oct 2026 · cloud.google.com

Every Google Cloud Workflows plan and price →

Strong points and limits

Strong points

  • Workflow definitions support conditions, loops, and parallel steps
  • Connectors handle Google Cloud API request details and retries
  • Supports callbacks and waits of up to one year
  • Idle workflows do not accrue charges
  • Cloud Logging and Monitoring expose execution details

Limits

  • No visual workflow builder
  • Executions are capped at 100,000 steps
  • Cloud deployment only

Who it suits

It suits teams coordinating cloud services, batch jobs, or business and IT processes. It is also relevant to teams that need scheduled or API-triggered workflows with monitoring and IAM controls.

Verdict

Google Cloud Workflows combines ordered orchestration with retries, monitoring, and Google Cloud API connectors. Its step-based pricing includes failed and retried steps, so usage limits and step volumes matter when estimating cost.

Where Specifiction places it

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