Studio Engineering Systems

Media Workflow Automation

Eliminate repetitive studio friction. We design autonomous background engines that handle transcription, video cutdowns, scheduling, and distribution so you can focus entirely on creative thinking.

The Architecture

How Studio Automation Works

A deterministic, resilient system designed to save 15+ hours per episode.

01. CapturePython watchdog, Obsidian, Cloud Storage

Zero-Touch Studio Intake

Record raw audio or video. As soon as files hit your local directory or cloud bucket, an automated file watcher triggers the processing pipeline.

02. Transcribe & IndexOpenAI Whisper, Python scripts

Whisper AI Diarization

Local or API-based Whisper models transcribe the audio with 99% accuracy, generating word-level SRT subtitles, speaker labels, and searchable text indexes.

03. Render Multi-AspectFFmpeg CLI, Remotion, GPU Workers

Batch Video Formats

FFmpeg and Remotion automatically composite the video into 16:9 widescreen, 9:16 vertical shorts, and 1:1 square cards with burned-in animated waveforms.

04. Webhook OrchestrationCal.com webhooks, Resend, Make.com

One-Click Editorial Gate

Receive a Telegram/Slack alert with the generated drafts. Review the thumbnail and copy, tap 'Approve', and the system syndicates across all channels.

85%Manual Editing Time Cut
< 10 minTurnaround from Record to Clips
ZeroManual Copy-Pasting Across Feeds
Build Your Engine

Schedule an Automation Consultation

We’ll review your existing tools, map your bottlenecks, and prototype an automation plan.

Direct Access

Book a Conversation

Choose your session below. Every call is held directly with Sayan or Atandra. No junior reps, no automated sales scripts.

Instant calendar invite & Google Meet link
Zero-obligation introductory consultation
We respect your time: start on the second, end on the dot
Cal.com Integrated Scheduler

AI Film & Automation Consultation

30 min

Audit your current studio pipeline, discuss AI filmmaking or build automated media workflows.

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