Fragmented Data
Corporate data sits in numerous emails, different file formats and many legacy systems.
ENTERPRISE AI
Put AI into
live production
We deliver AI into mission-critical production — and make it accurate, explainable, auditable and under your control.
99%+ AccuracyExtraction accuracy verified in production
US$20M+ RevenueRevenue uplift of one use case for one of our clients
20+ banksDeployed a national bank data-collaboration platform
Who we are
TsingJ is a Hong Kong-based enterprise AI implementation company with Tsinghua engineering roots.
Founded in 2018 by Tsinghua University with core research and engineering talents from “Yao Class”, a leading global computer science program led by Turing Award laureate Andrew Yao.
We began by governing and protecting data for institutions where mistakes are not acceptable. We prepare data according to use case requirements, and keep it safe wherever and whenever it is used. This data culture now underpins our implementation of production-grade AI solutions.
TsingJ is the international brand of TsingJiao Information Science (华控清交 · Huakong TsingJiao)
Common hurdles and risks
for AI adoption
What we do
to solve these problems
Each hurdle and risk has an engineered answer.
Make Data Usable to AI
We prepare messy enterprise data according to the needs of use cases, making it into AI-ready data assets. Data issues are the cause of most AI project failures.
Create Explainable AI Outputs
Data trails, critical checkpoints, confidence signals and human oversight make every AI output traceable, explainable and controllable.
Accountability Resides in Humans
Traceability, auditability and accountability are designed in at the outset. Human-in-the-loop review and human correction keep AI controllable, and make AI smarter (self-learning).
Build In Data & Model Safety
Data, prompts and business know-how stay protected throughout storage, transmission, calculation and execution.
Avoid Base Model Dependency
A model-routing layer makes model switching quick, safe and low-cost. No single model or vendor will become your Achilles’ heel.
Assured Delivery
One partnership team between the client and TsingJ, end to end. Proven success before production rollout and scaling up.
We deliver results
99%+ accuracy, verified in production
A global aviation-parts distributor receives 10,000+ inquiries daily via email texts, PDFs, Excel files and scanned attachments. Base models delivered on average only 60–80% extraction accuracy, well below production requirements. We delivered 99%+ accuracy through AI engineering. This use case is projected to create US$20M+ additional revenue over one year.
99%+ extraction accuracy · 2 months into production
Thousands of regulatory rules across various jurisdictions
A global testing, inspection and certification company needs to process tens of thousands of market-entry and safety rules across a large number of jurisdictions, numerous product types and various sales channels. We help the client use AI to navigate these complexities, reducing 80%+ of manual work.
Reused across regions, products and channels
400 product orders, 50 production lines — every decision explainable
Partnered with a leading global consulting firm to deliver an AI scheduling engine into production: 400 different product orders over 50 production lines, optimized through multiple shifts within a two-week window, by just inputting plain-language instructions.
Optimized against real production constraints
FAQ
What does TsingJ do?
TsingJ creates and implements AI-driven solutions for mission-critical production tasks to facilitate enterprises’ AI transformation. We provide full-stack enterprise AI services, from AI-ready data preparation and model orchestration to intelligent agents with built-in data/model safety. We deliver measurable business results.
Which industries and regions does TsingJ serve?
We mainly serve financial institutions, supply-chain businesses, and manufacturers in Asia — particularly those operating under strict compliance and data-safety requirements. Our international business is headquartered in Hong Kong.
How is TsingJ different from other AI vendors and consultants?
(1) We work with our clients as business partners to create solutions and solve problems together; (2) we deliver business results that are measured by production outcomes; (3) our AI solutions are traceable, explainable and auditable, while control and accountability reside in humans; (4) critical work is contributed by the top “Yao Class” research and engineering talents.
How does TsingJ manage data safety and compliance?
Data and model safety are designed as an integral part of the business and product solutions, not as add-ons: sensitive data, prompts, business know-how and models stay protected throughout the entry, transmission, storage, calculation and execution process. Compliance is architected in from the outset — every AI output is traceable, explainable and auditable.
When and how was TsingJ established?
TsingJ (TsingJiao, 华控清交) was established in 2018 by Tsinghua University based on the research achievements of Professor Andrew Yao, the 2000 Turing Award laureate. Its core research and engineering team are from Tsinghua’s “Yao Class”, one of the world’s most elite computer-science programs.
Are TsingJ, TsingJiao, Huakong TsingJiao, and 华控清交 the same company?
Yes. TsingJ is the international brand of Huakong TsingJiao Information Science Company Ltd. (aka 华控清交), headquartered in Beijing. TsingJiao Information Science (HK) Limited is its fully owned subsidiary in Hong Kong for its international business.
How to initiate business discussions with TsingJ?
Please send an email to business@tsingj.com or call +86-10-50980030 to schedule an initial discussion.
Our engagement timeline
01 · AlignWeeks 1–2 — problem, data, success criteria
02 · ValidateWeeks 3–6 — focused PoC against a production bar
03 · DeployWeeks 7–12 — controlled production slice
04 · ScaleOngoing — feedback loops, adjacent workflows