Parametric Aesthetics Driven Flexible Character Manufacturing

A "Figure" You Wear on Your Head

Anime character expression has gone mainstream

AI algorithms × flexible manufacturing — enabling rapid production of custom character designs

Validated via Own Brand Proven Delivery Capacity Open for Partnerships
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Production Orders

Proprietary Dataset · 6M Face Types · 10+ AI Models · LLM/Text/Image/3D

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Cost Reduction

AI Parametric + Flexible Mfg.

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Niche Private Community

Revenue validated since 2024

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State-backed Fund Investment

State-owned VC backing

Our Brands

Algorithm Foundation · Brand Reach

ToC Gen Z Subculture
KIGLAND 偶域

KIGLAND 偶域

We specialize in KIGURUMI — the design and manufacture of anime cosplay masks. Traditional production relies on manual expertise, where each new character often requires re-prototyping and process adjustments, resulting in high costs and long lead times. With AI-driven parametric design and flexible manufacturing, we turn personalized designs into scalable products — bringing the price down to ¥998.

Our products are validated in the consumer market. We now offer technology solutions and production capacity for partnership.

KIGLAND 偶域 process
ToB AI Algorithm Foundation
KIGML

KIGML

We are building a new manufacturing paradigm: making emotion an input variable of production. Unlike conventional industrial logic centered on standardized parts, we use algorithms to establish an "emotion → parameters → manufacturing" middle layer, enabling high-entropy personalized demands to converge into producible structures under physical constraints.

This makes scalable differentiated production possible. We build our own datasets and models, bridging the full path from "AI-generated design" to "factory-ready output".

KIGML process

ToB Partnership

Partnership Scenarios

Starting from "cute anime faces" — open to diverse partnership models

Franchise Partnership & Channel Distribution

We provide standardized products and comprehensive production & operational SOPs. Partners handle on-site operations, event execution, and channel marketing at local venues — under a structured revenue-sharing model.

Retail Stores Channel Agents Regional Expansion

OEM/ODM & IP Collaboration

We deliver professional-grade manufacturing capabilities — offering OEM/ODM services and collaborating with IP holders on licensing and joint product development. Beyond KIGURUMI, we also provide prototyping and mass production for parametric custom figurines and designer toys.

IP Holders Designer Toys Figurine Makers

Service Collaboration

Beyond product delivery, we provide end-to-end services — event planning, on-site experience support, commercial performances, and talent coordination. We offer turnkey planning and execution for high-engagement scenarios such as anime expos and cultural tourism.

Anime Expos Live Shows Cultural Tourism

Supply Chain & Procurement

We offer open manufacturing and supply chain collaboration, supporting bulk purchasing and customized delivery. Partners with production facilities, retail stores, or design-driven brands can further expand into retail distribution and co-branded partnerships.

Bulk Orders Design Brands Retailers

Platform / Technical Integration

We provide SDKs and APIs that enable downstream products and e-commerce platforms to integrate character customization capabilities — powering cultural and creative application development, personalized customization, and production.

SDK / API Creative Apps E-commerce

Industry-Academia / Technical Consulting

Built around parametric modeling and flexible manufacturing, we offer technical consulting on algorithm architecture, production system design, and bridging AI generation to manufacturing pipelines. We support joint R&D, research proposals, co-lab initiatives, and technology transfer. Best suited for institutions with relevant academic or research backgrounds.

Universities Research Institutes Joint Labs

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Background & Resources

Capital Backed · Academia Driven

Supported by state-backed VCs and angel investors

Core team from renowned institutions worldwide — united by passion

Y Combinator China PortfolioY Combinator China Portfolio

Y Combinator China Portfolio

MiraclePlus S25

"You help others become who they want to be" — Qi Lu

Learn More
Miao Capital

Individual Angel Investor

Miao Capital

Sanya Miaoben Enterprise Management Co., Ltd.

Helping small studios get off the ground fast

Sci-Tech SME

Jiangsu 2025 Batch 4

Sci-Tech SME

No. 2025320509A0092928

View Notice
Segmentation Method for Anime Avatar Based on MobileNetV2

Invention Patent

Segmentation Method for Anime Avatar Based on MobileNetV2

No. CN121564015A

View Patent

Team Members Background

Harbin Institute of Technology
University of Birmingham
China Merchants Bank
University College London
University of Cambridge
Girton College
Soochow University
Hang Seng University
CITIC Securities
Imperial College London
Polkadot

Legal Partner

Global Law Office

Global Law Office also supports the startup ecosystem, providing professional legal services for early-stage tech teams

Core Team

Academic Research × Technical Background × Serial Entrepreneurship × Industry Experience

Our Work:Character figure products are becoming a new consumer trend, yet traditional production methods rely heavily on manual expertise, making it difficult to meet diverse demands. By leveraging parametric modeling and flexible manufacturing technologies, we transform fragmented manual experience into reusable, standardized production capacity. This enables different designs to be rapidly put into production within the same system, significantly improving manufacturing efficiency across multiple product lines, and ultimately delivering a rich variety of personalized character products to fulfill consumers' unique emotional needs.

Mingwei Li

Mingwei Li

@Remi

CEO

Serial entrepreneur, R&D engineer, multiple startup project financing experience, with experience in finance, government IT, cultural creative and entertainment industries, certified national athlete / coach / referee

Han Ma

Han Ma

@XiamiKo

COO

Serial entrepreneur, R&D engineer, from an equipment manufacturing family, with MCN operations and cybersecurity industry experience, skilled in creative merchandise development and entertainment event planning

Xiang Shi

Xiang Shi

@Kevin

CTO

Serial entrepreneur, R&D scientist, multiple startup project financing experience, dual overseas master's degrees, expert in computing and AI engineering, led development of emotion-driven social products

Xianghu He

Xianghu He

@山君

Director

Serial entrepreneur, nearly 20 years of deep expertise in beauty and production management, with frontline management experience in major chain organizations

Sen Wang

Sen Wang

@抖森

Director

Former healthcare management professional, experienced in consumer entertainment, exhibitions and F&B supply chain, skilled in chain brand management and operations, cultural creative commercialization and entertainment event organization

Yipei Wei

Yipei Wei

@iris

Strategic Advisor

Ex-entrepreneur with tens of millions in fundraising, specializing in go-global and open-source operations reaching 100+ countries, mentored 40+ projects with 30+ Product Hunt #1 daily launches

Vision & Philosophy

"

Recreate Characters, Deliver Delight

As character IPs grow explosively, traditional production capacity can no longer support the massive demand for physical products. Handmade customization is expensive and time-consuming, turning personal expression into a luxury for the few. What users truly desire is uniqueness beyond current capacity — not compromise driven by price and wait times.

We are committed to solving information efficiency challenges, accelerating custom product delivery, and building iterative data-driven capabilities. We believe "one-of-a-kind cuteness" should not be a luxury, but a fundamental right that brings joy and emotional fulfillment. Making beauty accessible, creating happiness for more people.

To this end, we fuse parametric aesthetics with flexible manufacturing, replicating the craftsman's soul through digital technology, and transforming "non-standard" art into "standardized" infrastructure. We look forward to redefining the commercial boundaries of character realization together with you — letting every imagination quickly reach reality.

Partners & User Reviews

Voices Along the Way

"Under 1,000 RMB with no waiting — students can actually afford it! You gave me my first chance to experience a shell!"

— Wu,College Sophomore

"Downstream teams like this are incredibly rare. Every conversation brings new iterations and progress — they really value speed of improvement. Collaborating with them is something I love to talk about."

— Mr. Liu,Additive Manufacturing Supply Chain Manager

"As an independent music producer, I have near-obsessive standards for stage visuals. After our DJ wore their products, the lighting layers synced perfectly with the music rhythm, significantly elevating the visual impact of the performance."

— Ms. Wang,Independent Music Producer

"Their face-sculpting system makes creating KIG so easy — it's the first time I've seen AI actually reference photos for face modeling!"

— Ms. Zhang,Kigurumi Studio Owner

"Can someone send me 698 RMB? My PC is too slow and I need a RAM upgrade. I don't know what OpenDoll is, or what KIG shells are lol"

— Zun**,Netizen

"Good job rice (), recently my kid recommended two or three doll orders from OpenDoll ()"

— Qing**,Netizen