Efficient Multi - person Collaboration and Asset Version Management for High - quality Dramas with Wemio Engine

In today's highly competitive film and television market, the production of high-quality dramas faces numerous challenges. A high-quality drama team has successfully addressed the difficulties of multi-person collaboration and asset version management by introducing the WeLinkirt Wemio Content Engine, offering a new solution for the industry.

User Scenario: A high-quality drama team plans to produce a 20-episode series, with each episode lasting about 30 minutes. The team hopes to achieve efficient multi-person collaboration through advanced technologies. At the same time, they aim to ensure the consistency of assets such as characters, scenes, and costumes across different shots and episodes, and effectively manage the asset versions to improve the overall quality and production efficiency of the series.

Pain Points: Under the traditional production model, the team faces many quantitative difficulties. On the one hand, the characters in different shots are prone to 'facial changes', and the scene coherence is poor. Approximately 15 out of every 100 shots have inconsistent character images or unnatural scene connections. On the other hand, the production cycle is long. A project originally planned to be completed in 90 days often takes 120 days to deliver, leading to a significant increase in costs. The multi-person collaboration process is also very chaotic, with high communication costs and frequent revisions. On average, each shot is revised 3 times.

Technical Principle

The WeLinkirt Wemio Physical AI Content Engine and the DaoAI World Model provide effective solutions to the above problems. The Wemio Physical AI Content Engine introduces three-dimensional and physical constraints into the video generation process. In traditional video generation, due to the lack of physical constraints, the lighting and spatial relationships are prone to instability under multi-angle shooting, and the character actions may not conform to physical laws. The Wemio Physical AI Content Engine simulates the real physical environment, making the lighting and spatial relationships stable in different shots, and the character actions also follow physical laws.

• The DaoAI World Model, as a unified base, has the ability to understand semantics and three-dimensional spaces. It can analyze the semantic information in the script and convert it into scene and character information in the three-dimensional space. In this way, throughout the production process of the entire series, whether it is different shots or different episodes, the consistency of characters and scenes can be guaranteed.
• For example, in a scene, the lighting effect of a character will be calculated in real-time according to its position in the three-dimensional space and the surrounding environment, ensuring a natural transition of the lighting effect when switching between different shots.
• At the same time, the character's actions are also subject to physical constraints. For example, the steps when walking and the posture when turning around all conform to real physical laws, avoiding abrupt actions.
• For scene construction, the DaoAI World Model can accurately generate the corresponding three-dimensional scene according to the script description, and ensure the consistency of scene details and layout in different shots.

WeLinkirt Solution and Product Introduction

WeLinkirt provides a series of targeted products and capabilities. Among them, the intelligent agent pipeline from 'writing → storyboarding → production → editing' connects the entire process from the script to the finished film. In the writing stage, the intelligent agent can generate preliminary character and scene settings according to the plot requirements; in the storyboarding stage, the intelligent agent will generate a reasonable storyboard script based on the script and character settings; in the production stage, the Wemio Physical AI Content Engine and the DaoAI World Model are used to ensure the consistency across different shots; in the editing stage, the intelligent agent can quickly screen and edit the materials.

Through the WeLinkirt solution, the high-quality drama team has achieved efficient collaboration and precise asset management.

In terms of locking characters, scenes, and costumes, the intelligent agent pipeline marks and manages these assets according to the script and settings, ensuring the use of the correct versions in different shots and episodes. In terms of team collaboration, it supports real-time multi-person collaboration. Team members can operate and modify the project online at the same time, sharing the credit pool and reducing costs. At the same time, the permission of the departing employees can be revoked with one click, which facilitates project transfer and data retention, ensuring the smooth progress of the project.

Quantitative Results: After introducing the WeLinkirt solution, the high-quality drama team has achieved remarkable results. The production cycle has been shortened from 120 days to 60 days, a reduction of -50%; the cost per minute of the finished film has dropped to about ¥650/min, a decrease of -20% compared with the previous level; the monthly credit consumption has been saved by -50%. In addition, the consistency across different shots has been significantly improved, and there are no obvious problems even when thousands of shots are connected.