Outcome, not output
Agents should go beyond generating a one-off answer or asset. They act around business objectives, undergo evaluation, and use real feedback to decide what happens next—moving work 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 brings 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 from core technology and product development to delivery at scale. We believe enterprise AI advantage comes not only from models, but also from the content, knowledge, rules, processes, and judgment an organization has accumulated over time. Only when these proprietary assets become Context that AI can understand, reason over, and act on does intelligence become an enterprise capability of its own.
This belief shapes a technology system designed to understand people, understand the enterprise, and act continuously. The Creative Reasoning Model explores and converges possible paths through open-ended business problems. The Subjective World Model captures how people perceive, think, and decide. The Context System brings proprietary knowledge, operating state, and judgment into reasoning, while long-horizon agent runtime keeps work moving across systems and time. Evaluation, security, governance, and enterprise integration further ensure that agents operate dependably and under control in real business.
These technologies come together in two enterprise products. Tezign Model Hub provides two core capabilities that work independently or together: the Creative Reasoning Model addresses open-ended business problems, while Model Orchestration evaluates, selects, and combines models for each business task. Shared evaluation, task-level economics, and access governance support both in production. Tezign GEA addresses representative business scenarios including Consumer Insight, Product R&D, Marketing Growth, Design Creative, and Organization Development, with Tezign’s forward-deployed team building dedicated long-horizon agents responsible for complete business loops around each enterprise’s objectives, Context, systems, and accountability boundaries. For professionals and teams, Tezign also offers four standalone products: Atypica, MuseDAM, Clipo, and MuseAI.
Beyond products, Tezign provides four Enterprise Services: Agentic AI Transformation, Creative Content, Content Operations, and Content Growth. Enterprises can start from a business scenario or industry problem, adopt a Tezign product, AI technology, or professional service independently, or work with the forward-deployed team to combine them into a solution that can be procured, implemented, measured, and operated continuously.
Today, Tezign serves 180+ enterprise customers worldwide, including 60+ Fortune Global 500 and Fortune China 500 companies. Its business reaches 50+ countries and regions and has served 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 around business objectives, undergo evaluation, and use real feedback to decide what happens next—moving work closer to measurable outcomes.
Enterprise advantage lives in an organization’s own knowledge, rules, processes, and judgment. Tezign organizes these proprietary assets into Context agents can understand, reason over, and use.
Agents move beyond waiting for every instruction: they sense change, advance work, and bring people in for information, permission, or judgment before continuing.
Products & Services
Enterprises need continuously operating systems and professional delivery; individuals and teams need products ready to use. Different levels of complexity call for different paths to adoption.
For Enterprise
For Enterprise
From transformation design to content delivery, four services can be procured independently or combined with Tezign products.
For Professionals
Four standalone products, ready to use, helping professionals and teams complete complex work faster and to a higher standard.
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, Design Creative, and Organization Development 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