Multi-step workflow execution
Define structured multi-step plans from a plan array and let Flow resolve dependencies between steps. It supports type bridging via Prism and CTC validation during execution.
Flow & Inspect
Flow & Inspect is a workflow orchestration and execution auditing tool for AI agents. It supports multi-step workflows with approval gates, branching, and run-level audit history.
What Flow & Inspect does
Flow & Inspect is a workflow orchestration and execution auditing tool for AI agents. It is designed to run multi-step workflows with human approval gates, conditional branches, logic constraint checks, and structured step outputs.
The Flow side handles orchestration, dependency resolution, type bridging, scheduling, and reusable workflow definitions. Inspect adds execution history, execution details, and CTC-based receipts so teams can review what ran, who approved it, and where a workflow failed.
Core capabilities
Human-in-the-loop controls
Insert approval gates before sensitive operations using flow.request-approval, or collect missing information with flow.request-feedback. This lets agents pause for human review when needed.
Conditional branching and routing
Use inline conditional steps and branching to route a workflow based on prior outputs. The page also mentions flow.route for workflow branching.
Reusable and scheduled workflows
Save completed workflows as reusable skills and schedule them for future execution. The source also notes a schedule parameter for deferred execution through Scheduler.
Execution auditing with Inspect
Inspect execution-history and execution-details to review runs after completion. Execution receipts are stored as CTCs, supporting traceability and debugging.
Pre-flight validation and constraint checks
Check logic constraints before matching steps execute, and run validate_only: true to produce a CTC without executing the workflow. This helps catch issues before a live run.
Common ways to use Flow & Inspect
Orchestrate dependent multi-step jobs
Run a workflow that depends on outputs from earlier steps, such as moving data from one system to another while preserving type compatibility and validating the plan first.
Add review gates to sensitive operations
Pause a workflow before destructive or high-impact actions so a person can approve the next step or supply missing information.
Build conditional process flows
Branch a workflow automatically when conditions change, such as routing signups, approvals, or follow-up requests based on earlier results.
Automate recurring workflows with audit trails
Schedule repeatable workflows as reusable skills and then inspect their run history to review failures, approvals, and execution details.
Debug workflow failures
Investigate a failed run by checking execution history and step-level details to see which step errored and what arguments were passed.
Pros and Cons
Pros
- Supports multi-step workflow execution with dependency handling between steps.
- Includes human approval and feedback gates for sensitive actions.
- Provides execution history, execution details, and CTC receipts for auditing.
- Can validate workflows before execution with a validation-only mode.
- Supports conditional branching, routing, and scheduled runs.
Cons
- The page does not show all pricing details for every plan inside the product page itself.
- The source does not describe every tool in the suite in full detail, so some workflow behavior is only described at a high level.
FAQ
What is Flow & Inspect?
It is a workflow orchestration tool for AI agents. Flow executes multi-step plans with approval gates, conditional branches, and type-aware step handling, while Inspect provides execution auditing and history.
Is there a free plan?
The page shows a free plan and paid tiers. The free plan starts at $0 with 5,000 credits per month and no credit card required; additional plans are listed at $19 per month and $249 per month, plus a custom enterprise plan.
Can workflows include human approval steps?
Flow supports human approval gates, including flow.request-approval and flow.request-feedback, so sensitive steps can pause for review before continuing.
What does Inspect provide?
Inspect records execution history, execution details, and CTC-based execution receipts, which can be used to review what ran, what was approved, and where a workflow failed.
Can Flow handle conditional or scheduled workflows?
Yes. The page describes Flow support for conditional branching, scheduled execution, saved reusable skills, and validation-only preflight checks.
Quick Facts
- Category
- Workflow orchestration and execution auditing
- Product family
- DataGrout Flow & Inspect
- Primary users
- AI agents and teams building agent workflows
- Source domain
- datagrout.ai
- Pricing
- Free plan available; paid plans and custom enterprise options listed
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