AI Gives the Chinese‑Style Animation Industry a Boost – Global Hit and a 200 Billion‑Yuan Market

Industry Context and Market Size

According to data from the Giant Engine platform, by the first half of 2025 the cumulative number of short‑animation (漫剧) titles launched reached 3,000, a compound growth rate of 83 %. As of August, 1,802 titles are in production, total playback exceeds 9.5 billion, and the annual market size is expected to surpass 200 billion yuan.

Problems with Existing AIGC Creation Tools

High‑precision manual prompting: Creators must write about 50,000 words of prompts per minute of video, giving excellent controllability but drastically limiting throughput and making onboarding difficult.

Half‑automatic storyboard agents: The "single‑lane" mode does not allow edits; a mistake forces a full restart, and unsatisfactory characters cannot be regenerated individually.

Fully automatic "one‑sentence to blockbuster": While seemingly fastest, the output often suffers severe quality defects, fails platform review, and does not alleviate creators' quality anxiety.

These contradictions—capacity bottlenecks versus quality concerns—are repeatedly voiced by platforms, managers, producers, and directors.

Nanmi Animation Pipeline – Architecture and Workflow

Nanmi introduces a non‑linear, multi‑agent intelligent workflow where every step can be rolled back, jumped, or revised, giving creators maximal control. The pipeline integrates top‑tier models (Wanxiang 2.6, Ji‑meng 4.5, Vidu Q3, Ke‑ling O1) and automatically selects the best AI capability, eliminating the need to switch between platforms.

Key features include:

100 % controllable, non‑linear workflow that supports iterative refinement.

Asset libraries for characters, scenes, and props that lock style and geometry across shots.

All‑in‑one collaboration where a five‑person AI crew (director, card‑puller, post‑producer, etc.) can produce three times the output of a traditional 150‑person team.

Performance Benchmarks

For a single script, Nanmi generates 59 storyboards in about 41 minutes at a cost of 83.5 yuan. Competing products require 50–70 minutes, cost 100–300 yuan, and produce at most 31 storyboards.

Nanmi’s storyboard generation success rate reaches 90 %, and its video‑direct output is 2–3 times higher than mainstream market solutions.

Consistency and Quality Guarantees

Nanmi builds a robust asset base that defines characters, scenes, and props with high consistency. This eliminates typical AI "card‑pull" failures such as time‑period mismatches, sudden costume changes, or disappearing props. The system achieves a 92 % asset‑generation success rate, far above the 30‑40 % of other tools.

Specific consistency mechanisms:

Character consistency: A three‑view character asset library ensures no "face‑swap" across angles or episodes.

Scene consistency: The "Space Engine" renders four‑view (front, back, left, right) scenes, preserving spatial logic and preventing camera‑plane errors.

Prop consistency: Props retain shape, size, material, and state throughout the production.

Creative Capabilities – Space Engine, Lighting, and Camera

The "Space Engine" provides a three‑dimensional, physically accurate world where lighting, camera moves, and composition follow cinematic grammar. Pre‑set lighting patterns (three‑point, rim, layered) automatically match narrative mood, avoiding the "plastic" look of many AI outputs.

Camera intelligence selects appropriate shot types based on emotional cues: upward shots for authority, low angles for oppression, push‑in for tension, and automatically generates multi‑camera nine‑grid layouts (wide, medium, close‑up, detail).

Case Study: 48‑Hour Production of "霍去病"

The short‑film "霍去病" was completed in 48 hours using the Nanmi pipeline. The AI director generated a palace scene with back‑light and side‑light to emphasize hierarchy, applied long‑focus compression to heighten spatial authority, and added Tyndall scattering for a sacred atmosphere.

Dynamic camera moves—smooth push‑in and steady‑shake—guided the viewer’s eye, conveying the solemn march of the protagonist. Multi‑camera nine‑grid outputs captured wide, medium, and close‑up perspectives, ensuring consistent character placement and avoiding the "flat" feel of typical AI videos.

Overall, Nanmi’s industrial‑grade workflow demonstrates that AI can deliver movie‑level quality at a fraction of traditional cost and time, heralding a new era of mass‑produced, high‑consistency animation for the rapidly expanding Chinese‑style market.