Your infrastructure. Our durable orchestration.

Bring your handlers. Choose where each workflow runs.

Your infrastructureYour hardware or AWS account
Your dataYour inputs, outputs and storage
Your security controlsYour roles and access policies

01 / Define
Your workflow

Workflow definition
Describe the steps and the dependencies between them.

Your handlers
Supply the code each step invokes.

Workflow input
Pass the starting data to the run.
02 / Orchestrate
Rippflow engine

Fan out
Dispatch independent steps as their inputs become available.

Join results
Bring parallel branches together before the next step.

Recover work
Checkpoint supported edge workflows in SQLite so execution can resume after a restart.
03 / Execute
Where work runs

On device
Run a supported workflow close to the equipment that produces its inputs.

At the edge
Process work on a gateway or local server, including while offline.

In your AWS account
Distribute compatible workflows across workers in a provisioned installation.
04 / Deliver
Your results

Workflow output
Return the result assembled by the final step.

Your storage
Use your handler to write results to a store you choose.

Downstream services
Call the next service from your handler using its configured permissions.

In practice / CareerGR

One résumé.
Many paths forward.

Turn a résumé into a career report. Coordinate specialist analysis in parallel, bring the results together, and route work through review before publishing.

01 / TriggerRésumé uploadedHTTP or event intake

02 / Prepare · syncExtract & normalizeDocument → structured context

Async · per shardCareer scopeExperience & strengths

Async · per shardCompensationMarket positioning

Async · per shardRole modelingPotential next moves

03 / Fan inCompose reportJoin analysis into an evidence-backed draft

04 / Quality agent · asyncQuality & source fact checkCompare claims with the source résumé; flag gaps and unsupported claims.

↶ revise → compose again → recheck · at most 2 revision loops

approvedPrivate report & artifactsPublish to S3 · owner-controlled sharing

needs_review / revision limitManual reviewHold the report for review; do not publish.

CareerGR workflow · JSON

{
  "name": "careergr-resume-report",
  "version": "1.0.0",
  "default_group": "python-standard",
  "phases": {
    "extract": {
      "service": "career.extract",
      "scope": "root",
      "mode": "sync_lambda"
    },
    "scope-analysis": {
      "requires": [
        "extract"
      ],
      "service": "career.scope",
      "scope": "per_shard"
    },
    "compensation-analysis": {
      "requires": [
        "extract"
      ],
      "service": "career.compensation",
      "scope": "per_shard"
    },
    "role-analysis": {
      "requires": [
        "extract"
      ],
      "service": "career.role_modeling",
      "scope": "per_shard"
    },
    "compose-report": {
      "requires": [
        "scope-analysis",
        "compensation-analysis",
        "role-analysis"
      ],
      "service": "career.compose",
      "scope": "fan_in_all"
    },
    "quality-agent": {
      "requires": [
        "compose-report"
      ],
      "service": "career.quality_check",
      "scope": "root",
      "inputs": {
        "checks": [
          "source-grounding",
          "unsupported-claims",
          "report-completeness"
        ],
        "evidenceField": "sourcePointer",
        "maxRevisions": 2,
        "onLimit": "needs_review"
      },
      "outcomes": {
        "approved": {
          "next": [
            "publish"
          ],
          "advance_barrier": true
        },
        "revise": {
          "rerun_phase": "compose-report",
          "max_loops": 2,
          "advance_barrier": false,
          "override_inputs": {
            "applyQualityFeedback": true
          }
        },
        "needs_review": {
          "next": [
            "manual-review"
          ],
          "advance_barrier": false
        }
      }
    },
    "publish": {
      "service": "career.publish",
      "scope": "root",
      "terminal": true,
      "mode": "sync_lambda"
    },
    "manual-review": {
      "service": "career.flag_review",
      "scope": "root",
      "terminal": true,
      "mode": "sync_lambda"
    }
  }
}

CareerGR workflow · YAML

name: "careergr-resume-report"
version: "1.0.0"
default_group: "python-standard"
phases:
  extract:
    service: "career.extract"
    scope: "root"
    mode: "sync_lambda"
  scope-analysis:
    requires:
      - "extract"
    service: "career.scope"
    scope: "per_shard"
  compensation-analysis:
    requires:
      - "extract"
    service: "career.compensation"
    scope: "per_shard"
  role-analysis:
    requires:
      - "extract"
    service: "career.role_modeling"
    scope: "per_shard"
  compose-report:
    requires:
      - "scope-analysis"
      - "compensation-analysis"
      - "role-analysis"
    service: "career.compose"
    scope: "fan_in_all"
  quality-agent:
    requires:
      - "compose-report"
    service: "career.quality_check"
    scope: "root"
    inputs:
      checks:
        - "source-grounding"
        - "unsupported-claims"
        - "report-completeness"
      evidenceField: "sourcePointer"
      maxRevisions: 2
      onLimit: "needs_review"
    outcomes:
      approved:
        next:
          - "publish"
        advance_barrier: true
      revise:
        rerun_phase: "compose-report"
        max_loops: 2
        advance_barrier: false
        override_inputs:
          applyQualityFeedback: true
      needs_review:
        next:
          - "manual-review"
        advance_barrier: false
  publish:
    service: "career.publish"
    scope: "root"
    terminal: true
    mode: "sync_lambda"
  manual-review:
    service: "career.flag_review"
    scope: "root"
    terminal: true
    mode: "sync_lambda"

Download JSON ↓Download YAML ↓

Parallel analysis feeds a draft, followed by up to two review cycles. Approved reports publish; unresolved reports go to manual review.

Your application owns the intelligence. CareerGR handlers extract, analyze and edit.

Rippflow owns the coordination. Definitions describe phases, lanes, outcomes and bounded rework.

Keep sensitive data in your stack. Pass artifact pointers between phases where appropriate.

Your handlers / Your language

Rust at the core.
Your code at every step.

The workflow stays the same. Choose a language to see its handler contract and local starter commands.

Show Docker mode commands Native is the default. Docker mode requires a running Docker daemon.

Rust handler

Single-phase handler · JSON in, JSON out

use rippflow_sdk::{run_handler, PhaseOutcome};

fn main() -> Result<(), Box<dyn std::error::Error>> {
    run_handler(|ctx| {
        Ok(PhaseOutcome::completed()
            .with_payload(ctx.payload.unwrap_or_default()))
    })
}

Try an editable starter

The shipped finance example demonstrates sync phases, async shard work, fan-in and bounded rework. Customize its handlers for your application.

rippflow example finance --lang rust --dir my-flow
cd my-flow
cargo build
rippflow dev workflow.json --handlers handlers.json \
  --input input.json --shards a,b --report report.json

Package a handler for Lambda →

Pricing

AWS cloud plans

Preview pricing for workflows in your AWS account by monthly transitions, execution cells and Regions.

Developer

Free

Self-managed · manage your own updates

Included transitions / month: 100K
Above the allowance: Upgrade required
Execution topology: 1 cell · 1 Region

No SLA or support.

Starter

$49 / month

Monthly subscription

Included transitions / month: 1M
Overage per 1M transitions: $6.00
Execution topology: 1 cell · 1 Region

Maintained releases · low-touch support

Growth

$199 / month

Monthly subscription

Included transitions / month: 5M
Overage per 1M transitions: $5.00
Execution topology: 2 cells · 1 Region

Cell-level redundancy · one Region

Scale

$399 / month

Monthly subscription

Included transitions / month: 15M
Overage per 1M transitions: $4.00
Execution topology: 4 cells · 2 Regions

Self-service · no contractual availability or recovery SLA

Enterprise

Annual contract

Custom commercial terms

Included transitions / month: Negotiated
Overage per 1M transitions: $3.00 target
Execution topology: 2+ cells · 2+ Regions

Contact us ↗

Negotiated support and guarantees. Standard up to 6 cells / 3 Regions; custom and multi-account terms available.

Devices, gateways & fleets

Custom quote

Production edge licensing

Tell us how many devices or gateways run workflows, how often they connect, and how your fleet will grow.

Discuss fleet pricing →

Monthly transitions

Plan

Modeled planGrowth

Recommended deployment1 cell · 1 Region

Estimated monthly total

USD / month

Rippflow software
AWS estimate

Compare Step Functions & Temporal

Rippflow · license + AWS
Step Functions · transitions only
Temporal · $50/M Actions

Orchestration costs only. Estimate assumptions

Paid plans are in preview. AWS bills infrastructure separately.

Rippflow Studio

Install Rippflow Studio (desktop app and CLI) on macOS, Windows or Linux.

Development license

Find your platform in the release catalog. Verify your package before installing →

Get started with Rippflow

Connect an installation →
Sign in to an existing Controller and check your access.
Build your first workflow →
Run a Python example locally and inspect its report.
Set up your coding agent →
Give your agent the CLI’s bundled workflow documentation.

Your Handlers, Your AWS Account.
Full Flow.

Your infrastructure. Our durable orchestration.

Your workflow

Rippflow engine

Where work runs

Your results

One résumé.
Many paths forward.

CareerGR workflow · JSON

CareerGR workflow · YAML

Rust at the core.
Your code at every step.

Rust handler

Try an editable starter

Pricing

AWS cloud plans

Developer

Starter

Growth

Scale

Enterprise

Devices, gateways & fleets

Estimate your monthly cloud cost

Estimated monthly total

Rippflow Studio

Get started with Rippflow

Contact Rippflow

We're looking for design partners

Search docs

Your Handlers, Your AWS Account.Full Flow.

Your infrastructure. Our durable orchestration.

Your workflow

Rippflow engine

Where work runs

Your results

One résumé.Many paths forward.

CareerGR workflow · JSON

CareerGR workflow · YAML

Rust at the core.Your code at every step.

Rust handler

Try an editable starter

Pricing

AWS cloud plans

Developer

Starter

Growth

Scale

Enterprise

Devices, gateways & fleets

Estimate your monthly cloud cost

Rippflow Studio

Get started with Rippflow

Contact Rippflow

We're looking for design partners

Your Handlers, Your AWS Account.
Full Flow.

One résumé.
Many paths forward.

Rust at the core.
Your code at every step.