Autonomous Media & Production Architecture

We build autonomous production systems that eliminate repetitive creative work.

Ilmari Systems engineers end-to-end backend workflows using node automation, programmatic video rendering, and voice synthesis to turn raw data and static media into production-ready assets.

n8n Orchestration FFmpeg & Headless Video Neural Voice Synthesis Automated Multi-Channel Dispatch

Commercial Engine v2.4 / Ready for Deployment

Automated Real Estate Listing Video Pipeline

Designed specifically for real estate brokerages and top-producing agents. Drop static property photos into a shared folder, submit a quick form, and let our self-hosted n8n workflow compile a high-retention, cinematic listing showcase video ready for Instagram Reels, TikTok, and YouTube Shorts.

✓ Zero manual editing: Dynamic pans, transitions, and text overlays generated automatically.
✓ AI property script narration with calibrated pacing and ambient music backing.
✓ Integrated delivery directly to agent email, Google Drive, or auto-scheduled to socials.

Request Workflow Demo & Setup

Workflow Nodes Active

01. Ingest Photos & Specs Drive / Webhook

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02. Script & Voice Generation LLM + TTS

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03. Video Motion Assembly Remotion / FFmpeg

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04. Distribution & Delivery Published

Internal R&D / Autonomous Pipeline Autonomous Execution

Kalman Katse

A fully automated, zero-touch documentary and true crime production engine. The system programmatically synthesizes historical archives, generates structured narrative tension, crafts contextual narration, layers atmospheric audio scoring, and outputs complete multi-scene episodes autonomously.

Research & Dossier Ingests raw records, timeline markers, and case documentation autonomously.

Sound Design & Pacing Dynamic tension-based audio ducking, pacing control, and master audio balancing.

Status: Private production environment (Self-hosted)

kalman_katse_daemon.log

[OK] Polling case database...

[INFO] Narrative arc calibrated.

[INFO] Voiceover rendered (ElevenLabs v2 API).

[INFO] Ken-Burns motion passes: 14 plates.

[EXEC] Stitching master audio/video stack...

>>> Asset published to pipeline.

Automate Your Studio or Agency

Whether you are a real estate broker looking to deploy our automated listing pipeline or looking to commission bespoke media workflows, drop your details below.

Get in Touch

Direct inquiries regarding automation pipelines and media systems.