SYSTEM-FIRST VIDEO OPERATIONS

Solo-led execution.
Enterprise-grade AI video operations.

We run the full operating loop: strategic planning, production, publishing, and performance reporting. ContentForge AI turns solo execution into a repeatable media system.

Trust

Built on live channel operations, not synthetic demos

We publish to real channels, measure audience behavior, and feed data into each next production cycle. This is an operating studio with measurable throughput, not one-off creative output.

Total Channel Accounts

500+ managed or monitored

Daily Upload Transactions

1,000+ scheduled + automated

Average Delivery Lead Time

-40% vs. manual workflow

Template Compliance Rate

98.5% quality control baseline
Creative workstation with dual monitor setup
Real production setup, not mock screens

Services

Video production and channel operations for growth teams

Short-Form Video Production

Convert product, brand, and education narratives into scalable short-form assets.

Target Throughput: 120-300 clips / month

Automated Channel Operations

Systemize metadata, QA checks, release windows, and handoff workflows.

Execution Capacity: 1,000+ upload events / day

In-House AI Video Stack Setup

Design templates and process standards your team can run internally.

Deployment Scope: 20-80 workflow modules

Analytics dashboard on a laptop screen Marketing analytics chart on a display

Process

One loop from idea architecture to performance reporting

  1. 01

    Idea Architecture

    Frame topics by business objective and audience intent.

  2. 02

    Generation and Editing

    Produce scripts, visuals, and formats through templates.

  3. 03

    Publishing Operations

    Apply release rules, metadata standards, and distribution checks.

  4. 04

    Performance Reporting

    Feed watch, retention, and engagement signals into the next batch.

Channel Portfolio

Currently managed channels

AI MAKE SEJIN actively operates YouTube channels end-to-end. Detailed performance data will automatically sync after API integration.

Channels in Operation

500+

Daily Video Registrations

1,000+

Automated Rule Sets

320+

Ops Monitoring Coverage

24/7

Manual Update Mode

Channel Link Category Operation Type Upload Cadence Last Upload Status

Before API integration: channel list and upload status are updated after manual review.

Start Here

Diagnose your content operation, then scale with a repeatable system

We identify bottlenecks, automation opportunities, and production risks based on your channel context.

Images sourced from Unsplash (free license).