AI Agents & Automation

    Agentic Workflows

    An agentic workflow goes beyond fixed automation: an AI agent that fetches information, decides and acts. We build these workflows to spec, with a human in the loop.

    An agentic workflow is a process in which an AI agent reasons independently, uses external tools and takes actions to reach a goal. Instead of a pre-programmed path of if-this-then-that rules, the agent explores the context, chooses the next step and adapts when the situation changes. A human stays in the loop: approving sensitive steps, correcting deviations and monitoring quality.

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    80%

    less manual work

    <3s

    per workflow

    24/7

    always active

    (01)Problem → Solution

    When do you choose an agentic workflow?

    A classic workflow follows fixed rules. An agentic workflow adapts and resolves unexpected situations itself. Ideal for processes with variation, where speed and accuracy deliver gains.

    For processes without autonomous decisions, our AI automation service is a good starting point.

    01
    Problem

    Manually qualifying leads takes hours per day

    Solution

    AI agent analyzes, enriches and scores every lead automatically

    02
    Problem

    Information scattered across dozens of tools and sources

    Solution

    Agents crawl, aggregate and structure data from any source

    03
    Problem

    Complex processes with many exceptions and manual steps

    Solution

    An agentic workflow applies decision logic and changes the path when needed

    04
    Problem

    Reports and follow-ups get forgotten or delayed

    Solution

    Automated triggers, reminders and reports inside your agentic workflow, 24/7

    (02)Case Study

    RoyOS. Our Own Agent System

    RoyOS is the internal operating system of Dutchify. A network of specialized AI agents that collaborate to execute complex tasks, from prospect analysis to project management.
    • Bo. AI chatbot for intake and lead qualification
    • Prospector. Automatic website crawling and data enrichment
    • Brief Builder. Generates project briefs from chat conversations
    • Guardian. Monitors quality, deadlines and compliance

    Multi-Agent Architecture

    Each agent has its own specialization and can call other agents. The system learns from every interaction and continuously improves.

    5+

    agents in production

    <3s

    avg. execution time

    "We build agentic workflows for clients and run our own business on them too."

    , Dutchify

    (03)Our Expertise

    Built for agentic workflows

    We combine LLM orchestration, web crawling and event-driven triggers into AI agent workflow automation you can trust.

    LLM Orchestration

    GPT-5, Gemini, Claude. We choose the right model for each task and orchestrate them in one pipeline.

    Web Scraping & Crawling

    Firecrawl integration for deep website analysis, including JavaScript rendering and structured data extraction.

    Event-Driven Triggers

    Webhooks, cron jobs and database events that automatically start workflows when needed.

    Security & Privacy

    GDPR-compliant, encrypted data storage and audit logs for full transparency.

    FAQ

    Any questions?

    • An agentic workflow is a process in which an AI agent reasons independently, uses tools and takes actions to reach a goal. Instead of fixed if-this-then-that rules, the agent explores the context and chooses the next step. A human stays in the loop for sensitive decisions.

    • Regular automation follows a fixed path: if A happens, do B. An agentic workflow is given a goal, can use tools itself and decides which steps are needed to reach that goal. It adapts when input deviates and escalates to a human when needed.

    • Choose an AI agent when the process has a lot of variation, input is not always structured or the path only becomes clear during execution. Fixed workflows remain suitable for simple, repeatable tasks without exceptions.

    • Yes, if it is set up properly. We build agentic workflows with clear instructions, access rights, audit logging and human approval for sensitive actions. You decide which steps the agent may take and which always escalate to a human.

    • Lead intake, data enrichment, email triage, reporting, scheduling and more. Anything repetitive that follows decision rules is a candidate.

    Explore our other services

    One partner for strategy, design, development and growth.

    Available

    Start with AI agent workflow automation

    Tell us which process you want executed by an agentic workflow. We'll build the AI agent that does the work, with a human in the loop.
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