Outcome, not output
Agents act continuously toward business objectives and use real feedback to decide what comes next, turning one-off answers or assets into measurable outcomes.
Company
Tezign helps enterprises achieve Agentic Transformation. Our core technologies understand business, people, and the enterprise so AI can enter real operations, move work forward proactively and continuously, and keep evolving through action and feedback.
Founded in 2015 and headquartered in Shanghai, Tezign has built end-to-end capabilities spanning core technology research, product development, production deployment in complex enterprise environments, and global delivery.
We believe enterprise AI advantage comes not only from general-purpose models, but from the content, knowledge, rules, processes, and judgment an organization has accumulated over time. Intelligence becomes an enterprise capability only when AI can understand these proprietary assets, act proactively and continuously toward real business objectives, and refine its understanding through every action and response.
Guided by this belief, Tezign has built core technologies that understand business, people, and the enterprise. The Creative Reasoning Model explores, evaluates, and converges multiple possibilities for open-ended business problems; the Subjective World Model captures how people perceive, think, and choose; and the Context System organizes internal and external multimodal content, business data, system state, and human judgment as shared enterprise context for people, agents, and applications. As the enterprise AI operating layer, GEA OS provides one foundation for building, running, governing, and continuously improving agents so these capabilities can enter complex enterprise environments and operate dependably under control.
Built on this technology system, Tezign offers two enterprise products: Tezign GEA and Tezign Model Hub. GEA helps enterprises achieve Agentic Transformation. Built on GEA OS, GEA APP and Agents enter specific business workflows, begin with one verifiable loop, keep advancing outcomes, and expand what works across more scenarios and teams. Model Hub provides Creative Reasoning and multi-model orchestration, unifying access to commercial, open-source, proprietary, and privately deployed models; dynamically evaluating, selecting, and combining them by task; and governing quality, cost, and access. For professionals and teams, Tezign also offers Atypica, a research agent; MuseDAM, an AI-native content system; Clipo, a short-form video growth agent; and MuseAI, an AI creative workspace.
Beyond products, Tezign offers four independently procurable enterprise services: Enterprise Agentic AI Transformation, Enterprise Creative Content, Enterprise Content Operations, and Enterprise Content Growth. Agentic AI Transformation Services identify high-value business loops, redesign collaboration across people, agents, and systems, and use FDEs to move solutions into controlled production. Content services provide the specialist judgment and execution enterprises need over time. Each service can also combine with products and AI technology, turning delivery into capability the enterprise can operate, reuse, and scale.
Today, 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 have 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 AI at scale.
The Tezign Approach
Agents act continuously toward business objectives and use real feedback to decide what comes next, turning one-off answers or assets into measurable outcomes.
Enterprise knowledge, rules, processes, state, and judgment are organized as evolving Context so people and agents can decide and act from the same enterprise state.
Agents keep sensing change, moving work forward, and bringing people in when judgment is needed. Each action and response informs the next run and evaluation so the system keeps improving through use.
Products & Services
For enterprises, Tezign provides deployable products and professional services. For professionals and teams, Tezign offers ready-to-use AI products built around specific work.
For Enterprise
For Enterprise
From transformation design and production implementation to creative content, content operations, and growth, business strategy teams, FDEs, and domain specialists share accountability for delivery outcomes.
For Professionals
Each product is built around a specific body of work, professional method, and delivery standard for the daily work of individuals and teams.
01Combine multi-agent research and audience simulation across markets, audiences, products, brands, and competition to produce findings teams can interrogate and validate.
02Govern content, versions, meaning, permissions, and rights in one place so people and AI can find and reliably use the right content.
03Connect content opportunities, creative judgment, scripts, and video production, then improve performance through continuous testing.
04Bring custom models, multimodal generation, and professional editing into one workspace for controlled, production-ready creative work.
Customer Practice
Tezign serves 180+ enterprise customers worldwide, including 60+ Fortune Global 500 and Fortune China 500 companies, with work spanning technology, industrial manufacturing, food and beverage, beauty, healthcare, consumer electronics, automotive, and more. Across market insight, product innovation, content production, operational growth, and organizational development, we start with measurable problems and combine products, AI technology, and professional services from solution design and system integration through sustained operation. Success criteria differ by scenario, but they are always grounded in real business outcomes—not model call volume or a one-off demo.



Tezign products and services reach 50+ countries and regions, with an expanding business and service presence across Shanghai, Beijing, Guangzhou, Hong Kong, Taipei, Singapore, the United States, and other locations. Drawing on more than a decade of experience serving leading global enterprises, Tezign supports both multinational companies coordinating global operations and Chinese companies expanding overseas. Across enterprise AI deployment, content production, operations, and growth, we assemble cross-regional teams for coordinated delivery from planning and implementation through ongoing operations—maintaining consistency in global strategy, brand, and governance while adapting to local languages, cultures, channels, and business rhythms.
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