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Agentic AI workflows for content, film and agency teams

We build agentic workflows.

The agents, automations and tools behind your work.

01 / 04

One flow.

Every tool gets a place. Every step gets an owner.

02 / 04

Agents do the legwork.

Three at once, all from the same brief.

03 / 04

You make the call.

Nothing ships without your OK.

04 / 04

Then it learns.

Results feed the next run.

An animated diagram. A team's tools start scattered. As you scroll they arrange into one workflow: intake, brief, then script, visuals and sound in parallel, your review, publish and report. A job travels through it, waits for your approval, ships, and the result loops back into the next run.

Where the AI sits

  1. 01

    You

    Taste, direction and the final call.

  2. 02

    Agents

    Research, drafts, checks and follow-ups.

  3. 03

    Tools

    The software you already use, connected.

  4. 04

    Files

    Your work, in formats you own.

Selected work

We run our own shows and productions, so these systems met a real deadline before they met a client. Brief highlights here, the detail on a call.

What we build

A prompt helps one person once. A system carries a whole production, and gets better every time it runs.

  • A content engine that runs on agents.

    Research, script, voice-over, motion graphics and repurposing in one pipeline. Your editorial voice is written into the brief once, so every output sounds like you and not like a model.

    • Script
    • Voice-over
    • Motion graphics
    • Short-form
  • From brief to picture lock.

    Briefs that lock intention before a frame is made. Cast and location references that hold identity across a sequence. Shot prompts built one move at a time, and an edit agent that proposes instead of overwriting.

    • Brief
    • References
    • AI video
    • Edit
  • The operations behind the work.

    Sponsor and client pipelines, hiring, feedback and approvals, wired into the tools you already run. Agents carry the routing and the follow-up. People keep the decisions.

    • Sponsor pipeline
    • Hiring
    • Client feedback
    • Ops routing
  • An episode workflow that keeps its taste.

    Story beats, script, guest prep, packaging and the performance review after publish. The show keeps its voice and its standards. The agents keep the schedule.

    • Story beats
    • Guest prep
    • Packaging
    • Performance review

How we work

  1. Step 01

    Audit

    We map how a production actually moves through your team: where it waits, where it repeats, and where taste decides.

  2. Step 02

    Blueprint

    You get the system on paper: the agents, the gates, the tools and what it costs to run. Buildable by us or by your own team.

  3. Step 03

    Build

    We build it in your stack and calibrate on one real production. Nothing is batched until a hero result has your OK.

  4. Step 04

    Run

    Your team runs it. We tune it from real use, and every lesson is written back into the system.

About

FRMWRKD is a Berlin media and AI-systems company founded by Theo von Asmuth. We run our own YouTube shows and film productions, which is where every system on this page was built first.

That is the difference between a demo and a system. A demo works once, on a good day. A system has to survive a shoot schedule, a sponsor deadline and a second season. We only sell what has done that.

Start

Tell us how your production runs today and where it stalls. We build the flow, or set up the one you have. Every project is priced on its own scope.

Rather talk it through first? Ask Node, the little agent flying around this page. It passes the whole chat on to us.

Looking for

Goes to hey@frmwrkd.com.