DE

Workshop Series Finished

Kroll. We get it done.

What happens when a mid-sized company decides: as of today, we are AI?

1:34 German Entirely AI-generated, the voices included.

From the workshop

films: the corporate film and three episodes
4
video models tried for German dialogue
3
of image and video credits discarded, mostly searching for good German
48%
my time: 6:08 h measured on my turn, plus 50% for viewing
9:12 h
actual AI cost for all four films
≈ €134
the same Claude tokens at API list price
≈ €111

What it cost

Images and video (Higgsfield) 3,125 credits, 48% discarded: model tests and a complete Veo version of episode 2 ≈ €132
Sound and voice (ElevenLabs) ambience for all episodes, voice-over from the voice clone < €1
Claude Code as directing assistant share of the Max subscription; 366 m tokens ≈ €2
Music “Rising Together” (Suno) own Suno subscription, no per-track price included
Total≈ €134

Effort along the way

UnitImages and videoof which discardedClaude at API priceMy time (+50%)Machine
Groundwork: scripts, characters, sets, 3D blocking≈ €7< €1≈ €311:39 h1:22 h
Episode 1 “We Have AI Now”≈ €52≈ €29≈ €435:42 h2:30 h
Episode 2 “Dear [Insert Name]”≈ €46≈ €32≈ €90:27 h0:30 h
Episode 3 “According to a Recent Study”≈ €16< €1≈ €120:05 h0:20 h
Corporate film “We get it done.”≈ €11≈ €1≈ €171:20 h0:38 h
Total≈ €132≈ €63≈ €1119:12 h5:21 h

Claude values at API list price for comparison; in fact everything ran on the Max subscription, about €2 as a share. My time: measured time on my turn plus 50% for viewing. Episode 3 was made alongside other work, hence the short time on my turn. Each episode builds on what the previous one taught.

The idea

Kroll Facility Services, admin on the third floor. Managing director Lüttgenau stands at the flip chart and announces: “As of today, we are AI.” Nobody knows what that means. Neither does he.

A mockumentary in the spirit of “Stromberg,” the German “Office”: handheld camera, interviews in front of a wall of binders, a zoom just before the punchline. Six characters, three episodes, and a corporate film the boss eventually made himself.

The three episodes

Episode 1 “We Have AI Now” (1:01, German with English subtitles). Lüttgenau introduces AI. He has laminated the explanation.
Episode 2 “Dear [Insert Name]” (1:10). An anniversary speech from the text generator, read out unchecked.
Episode 3 “According to a Recent Study” (1:06). A market overview in nine minutes, citing an institute that doesn’t exist.

German is harder

To be honest: in German, the results aren’t as good as in English. Some of it is at amateur-actor level. For where things stand, it’s okay.

The reason is the models. Kling, which carries THE AGENCY and ANCIENT MARKETING, sounded so bad in German that I dropped it after the first test clip. Gemini Omni speaks every line word for word, but the voices sound artificial, some moments uncanny. Veo has better timing, but it invents words, cuts where it shouldn’t and burns in subtitles nobody asked for. I threw out the entire Veo version of episode 2.

Almost half of all image and video credits went into that search. What remains are mixes: in episode 1, Lüttgenau speaks through Veo, Petra and Ulf through Gemini.

The corporate film

A drone shot in morning light, handshakes, a narrator with too much pathos. That is the kind of corporate film German mid-sized companies ordered from a regional agency around 2015. This time Mr. Lüttgenau made it himself. He says so in the film: “Took three minutes.” Pause. “Four, with music.”

The film plays it straight and glossy. The cracks come from exactly the mistakes that happen when nobody checks. The glove wiping the window has one finger too many. The team laughing around the conference table doesn’t work at Kroll. The infographic announces 98.7 percent customer satisfaction, and underneath, in small print: “Internal survey 2019, response rate 11%.” All of it is on purpose.

Gloss runs overexposed and saturated, reality in a cinema look with handheld camera. I composed the music, “Rising Together,” with Suno, and the edit sits on its beats.

The voice is mine

The narrator sounds like a corporate film: warm, measured, completely serious. It is my own voice. For twenty years I have voiced brands under ichbinsprecher.de, and that brand voice now exists as a clone. For Kroll I didn’t record a single sentence myself. The clone spoke each of the eight sentences twice, and the directing assistant pre-sorted the takes. One of them said “Krall” instead of “Kroll” and was dropped.

So there is a second case inside this film: a voice that speaks without its owner in the room. It belongs to me. Whether it says the right thing, someone still has to listen.

What I take away

Mr. Lüttgenau is right: the corporate film cost almost nothing, about €11. The whole series came to about €134. Making it wasn’t the expensive part. Searching for a machine that speaks good German was.

And every episode needed a human who looked. Looking stays expensive, and you can’t skip it.

What this means for an organization

Strategy. Mr Lüttgenau announces: “As of today, we are AI.” After that, an anniversary speech is read out unchecked, a market overview cites an institute that does not exist, and in the corporate film a glove has one finger too many. The series tells what happens when a company introduces tools and forgets the process. And it shows a disadvantage of place: in German, the models are weaker than in English.

Role. Choosing a model is procurement. 48 percent of the image and video credits went into the search for good German. Someone has to decide, by which standard, and check again regularly. The models change faster than any framework contract.

Process. Every line is checked against the script before a human signs it off. With your own voice, one more question comes in: who may use the clone, and for what?

What stays human. Looking. The series cost about €134, the corporate film about €11. It is only cheap as long as someone checks. At Kroll, nobody does.

Division of labor

Who did what?

Human

  • Idea, characters and script sign-off
  • The model choice: Kling dropped, Veo dropped for episode 2, Gemini Omni kept
  • Editing rules: timing, zoom before the punchline, no laugh track
  • The corporate film’s voice: my own, as a clone
  • The music “Rising Together,” composed with Suno
  • Sign-off on every version

Machine

  • Script drafts and shot lists (Claude as directing assistant)
  • Rooms as 3D blocking, character and set images, keyframes
  • Clips with German dialogue and lip sync
  • Voice-over from the voice clone, ambience per room
  • Checking every line with speech recognition, editing and mixing by script

Tools

  • Claude Code (Opus)
  • Higgsfield
  • GPT Image 2.5
  • Gemini Omni
  • Veo 3.1
  • Kling 3.0 pro
  • Blender
  • ElevenLabs
  • Suno
  • Whisper
  • ffmpeg

Notes

Entirely AI-generated, the voices included.
Kroll Facility Services and all people are fictional. Voice-over in the corporate film: the ichbinsprecher.de brand voice as a clone. Idea, direction and sign-off: Stefan Margenfeld. Higgsfield at list price (1,000 credits = US$49). Claude Code as a share of the Max subscription (US$200 a month), calibrated on the measured weekly quota; comparison value at Claude Opus 5.5 API list price. Rate €0.86 per US dollar. My time: measured time on my turn plus 50% for viewing.

How I measure →

Keep thinking · From the journal