Outcome, not output
Agents should go beyond generating a one-off answer or asset. They act, evaluate, and optimize around business objectives, moving every execution closer to measurable outcomes.
Company
Creative Reasoning for open-ended problems. A Subjective World Model for understanding people. A Context System for understanding the enterprise. Through products and professional services, Tezign puts agents into real operations—to act continuously and deliver outcomes.
Founded in 2015 and headquartered in Shanghai, Tezign is a global leader in enterprise agentic AI. For more than a decade, we have explored how AI can truly enter the commercial world, building end-to-end capability across core technology, product development, and delivery at scale. We believe enterprise AI advantage comes not only from models, but from the content, knowledge, rules, processes, and judgment an organization has built over time. When these proprietary assets become context AI can understand, reason over, and act on, intelligence becomes truly enterprise-owned.
That belief shapes our technology. The Creative Reasoning Model addresses open-ended business problems; the Subjective World Model models how people perceive, think, and decide. The Context System, Long-Horizon Agent Runtime, and enterprise agent foundations make those capabilities reliable and continuously operational in real business.
On that foundation, Tezign builds two enterprise products—Tezign GEA and Tezign Model Hub—and four standalone products for professionals: Atypica, MuseDAM, Clipo, and MuseAI. We also provide Agentic AI Transformation, Creative Content, Content Operations, and Content Growth services, connecting technology and products with business judgment and specialist execution—moving intelligence from validation into production, and content from strategy into sustained outcomes.
Tezign serves 180+ enterprise customers worldwide, including 60+ Fortune Global 500 and Fortune China 500 companies. Its products and services reach 50+ countries and regions and more than one million professional users. Tezign is one of Shanghai’s “Big Dipper” benchmark AI companies, a National High-Tech Enterprise, and a National Industrial Design Center recognized by MIIT. Its portfolio includes 180+ AI patents and patent applications, 50+ software copyrights, and 7+ algorithm and large-model filings. Tezign has been recognized by Gartner and Forrester and is backed by Temasek, Sequoia China, Hearst Ventures, Linear Capital, and other leading global investors. SOC 2 Type I and ISO/IEC 27001 provide a trusted foundation for enterprise adoption.
The Tezign Approach
Agents should go beyond generating a one-off answer or asset. They act, evaluate, and optimize around business objectives, moving every execution closer to measurable outcomes.
Enterprise advantage lives in an organization’s own knowledge, rules, processes, and judgment. Tezign turns this proprietary context into intelligence agents can understand, reason over, and use.
Agents understand objectives, sense change, and move work forward without waiting for every instruction. They bring people in when judgment is needed and return feedback and outcomes to context—so the system improves with use.
Products & Services
Enterprise products, professional services, and standalone products for professionals connect technology, adoption, and continuous delivery.
For Enterprise
For Enterprise
From transformation design to content delivery, four services can be procured independently or combined with Tezign products.
For Professionals
Four ready-to-use agent products that help professionals and teams turn expertise into finished work, faster.
01Models how people think and choose with the Subjective World Model, turning complex research into insights teams can interrogate and validate.
02An AI-native content system that helps teams manage, understand, and reuse enterprise content—while making it durable Context for AI.
03A short-form video agent that connects planning, production, adaptation, and performance feedback to scale what works.
04An AI creative workspace connecting generation, professional editing, brand guidelines, and multi-format adaptation in one experience.
Customer Practice
Tezign technology, products, and services are already at work across technology, industrial manufacturing, food and beverage, beauty, healthcare, consumer electronics, automotive, and more. From Consumer Insight, Product R&D, Marketing Growth, and Design Creative to Agentic AI transformation, creative content, content operations, and global growth, Tezign combines continuously operating products with business judgment and specialist execution—building a complete delivery loop around each enterprise’s objectives and context. Experience from 180+ global enterprise customers and 10,000+ real-world commercial Creative Trajectories continually strengthens Tezign’s models, context, products, and service methods—so technology and delivery expertise improve together through use.



Tezign products and services reach 50+ countries and regions, supporting multinational enterprises and more than one million professional users. For organizations operating across markets, Tezign brings global knowledge, local context, brand standards, and organizational requirements into both product capability and service delivery. Across models and agentic systems, content production, operations, and growth, Tezign supports globally consistent strategy and governance while adapting to local culture, channels, and business rhythms—helping enterprises stay coherent as a brand and locally relevant in every market.
We believe AI is not here to replace imagination, but to help more ideas be understood, realized, and made real in the world.
Imagination belongs to everyone—and it should be a force that moves the world forward. We use AI to expand the boundaries of human understanding, creation, and action: enabling enterprises, researchers, and creators to ask more freely, explore the unknown more boldly, and carry more valuable ideas beyond the limits of today. The purpose of technology is not to define the future for us, but to give human imagination a wider horizon.
To Build & Create. We do not wait for the future to happen. We build it. We create it.

Fan Ling
Founder & CEO, Tezign
Backed by leading global investors



Trusted by Global Enterprises