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Business Automation

Business Process Automation

Automate file processing, scheduled API calls, routing and data transforms with IronFlow. Bring in IronCrew when a step needs research, interpretation or human approval. Both are established platforms used extensively in our projects and in client work. We also work with visual builders and managed platforms when they fit your team.

IronFlow for Business Workflows

Our established Rust and Lua workflow engine handles deterministic business processes through its CLI, REST API and webhooks.

HTTP & API Integration

  • GET/POST/PUT/DELETE with auth (bearer, API key, OAuth)
  • Webhook receivers for event-driven triggers
  • Response parsing, status routing, body extraction
  • Retry with exponential backoff on failures

File & Document Processing

  • Read, write, copy, move, delete files
  • Word, PDF, HTML, VTT, SRT text extraction
  • PDF merge, split, thumbnails, and image conversion
  • ZIP create, list, and extract

Data Transforms & Routing

  • JSON, CSV, XML, YAML parse and stringify
  • Field selection, renaming, filtering, deduplication
  • Conditional if/switch routing
  • Foreach iteration and batch processing

Database & Storage

  • SQLite queries via sqlx
  • ArangoDB AQL with bind variables
  • S3 operations (get, put, delete, list, copy, presign)
  • In-memory and file-based key-value caching with TTL

Notifications & Output

  • Email via Resend or SMTP
  • Slack webhook notifications
  • Template rendering with Tera
  • Markdown to HTML conversion

Orchestration

  • DAG-based parallel step execution
  • Subworkflow composition and parallel subworkflows
  • Per-step timeouts and error handlers
  • Context interpolation across all steps

Platforms We Work With

Our established platforms and external tools, selected around the workflow, operating requirements and your team. IronFlow and IronCrew are long-standing parts of our internal and client delivery.

IronFlow

Established Platform — Deterministic Workflows

Our Rust workflow engine for repeatable business processes, used extensively in our own projects and in client work. Define flows in Lua, run independent tasks in parallel and keep retries, timeouts and routing with the workflow. Integrate through the CLI, REST API or webhooks.

IronCrew

Established Platform — Agent Workflows

Our native multi-agent runtime, used extensively across internal and client projects. Specialist agents research, interpret and return structured decisions, with human questions and separate approval gates for consequential tools. Pair it with IronFlow when one step needs agent judgment within a deterministic process.

n8n & Dify

n8n for visual workflow automation with a broad integration catalog, self-hosted for data control, and native AI nodes. Dify for LLM application development with visual prompt chaining. Both are good choices when the team needs a GUI-based builder.

Temporal & Airflow

Temporal for durable, mission-critical workflow execution with automatic retry, recovery, and full history. Apache Airflow for DAG-based data pipeline orchestration with pre-built operators and sensors.

GitHub Actions

CI/CD pipelines, cron-based scheduled tasks, reusable custom actions, and matrix builds. We build Docker-backed workflows for complex build and deployment automation.

Custom Integration

We connect workflow engines to your existing systems through APIs and webhooks. Delivery defines input/output contracts, retry and duplicate-handling rules, approval points and operating guidance. Platform selection follows the process and ownership requirements.

What We Automate

High-value enterprise processes where automation delivers measurable ROI.

Document Workflows

  • Invoice intake, OCR, validation, and approval routing
  • Contract clause extraction and risk flagging
  • Email triage — categorize, prioritize, draft responses
  • Report generation from live data sources
  • Archival with metadata tagging

Customer Operations

  • Lead scoring and qualification
  • Onboarding sequences — verification, setup, welcome
  • Support ticket routing by intent and priority
  • Renewal management and churn prevention triggers

Finance & Compliance

  • Invoice processing with policy checks
  • Expense report automation
  • Transaction reconciliation
  • Audit trail generation for regulatory compliance

DevOps & Infrastructure

  • CI/CD pipeline automation
  • Infrastructure provisioning and teardown
  • Log aggregation and alerting workflows
  • Cross-service data synchronization

Proven Implementations

Automation deployed at enterprise scale.

Electrolux Supply Chain

300+ EU Locations

Order processing workflows, inventory sync automation, quality control triggers, and logistics coordination across a pan-European distribution network. Reliable execution at scale across hundreds of facilities.

Retraced GmbH

DevOps Automation Platform

GitHub Actions workflows with custom Docker-based pipelines. Cross-cloud synchronization and full deployment automation for continuous delivery across the company and its affiliates.

IronFlow Production Pipelines

In-house — Daily Operations

File processing, API integration, data transformation and scheduled synchronization across internal operations and client work. Run and task visibility, error routing and recovery procedures are designed around the process; availability targets are agreed for the deployment.

Ready to automate your business processes?

Contact us to identify high-impact automation opportunities — whether you need IronFlow workflows, IronCrew agents, a visual builder, or a custom integration.

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