The Last Mile of AI — From Technology to Industry Value
We don't just offer theoretical advice. We go deep into industry frontlines, transforming complex AI technology into deployable solutions that create real business value.
Based in Chengdu National University Science Park, HTZL.AI is committed to becoming the critical connector in the AI value chain. We build an open, mutually beneficial data ecosystem — combining edge AI computing with private deployment to bypass the policy and security constraints of public cloud, delivering controllable, trustworthy, and usable intelligent solutions.
Three Core Commitments
The foundation of every solution we build.
Controllable
Data, models, and compute all deployed on your infrastructure. Full technology sovereignty with zero dependence on third-party cloud platforms.
Trustworthy
Zero data leakage, zero third-party risk. Physically isolated inference environments meeting the strictest industry compliance requirements.
Usable
Turnkey deployment, ready out of the box. We handle everything from hardware installation to system tuning, so AI truly serves your business.
How AI Creates Value
From multi-modal data input to intelligent execution — every step drives efficiency and cost savings.
Multi-Modal Data Input
Documents, images, sensors, video — connect all your existing business data sources
AI Analysis & Execution
Local LLM + domain knowledge base — high-accuracy task understanding and automated execution
Measurable Business Outcomes
Quantifiable results — efficiency gains, cost reduction, productivity unleashed
Deep Vertical Industry Focus
Different industries, different pain points, one goal — make AI solve real problems.
Smart Manufacturing & Industrial Diagnostics
Equipment downtime costs millions. Manual inspections are slow and incomplete. Quality defects are caught too late.
Multi-modal sensor data + AI predictive maintenance + visual quality inspection — all running locally, data never leaves the factory.
40% improvement in fault prediction, 60% reduction in unplanned downtime
Enterprise Knowledge Management
Knowledge scattered across thousands of documents. Employees waste hours searching. New hire onboarding takes months.
Private RAG knowledge base — upload all internal documents, ask in natural language, get precise answers in seconds.
10x faster information retrieval, 50% shorter onboarding time
Safety Management & Emergency Command
Large crowd risks are hard to anticipate. Emergency response is slow. Monitoring has blind spots.
IoT sensing network + crowd dynamics analysis + AI early warning + command dashboard — a complete loop from sensing to decision.
15-minute advance risk warning, 70% faster emergency response
Professional Services & Consulting
Overwhelming document review workload. Complex compliance requirements. Client response speed can't keep up.
Private AI assistant — intelligent document analysis, compliance checking, and client advisory. All data stays within the firm.
5x faster document review, 85% compliance check automation
Why Private AI
Public cloud AI means handing your core data and decision-making capability to a third party. We offer an alternative.
Right-Sized Compute for Every Need
From lightweight edge deployment to enterprise-grade compute centers — the right hardware for your scale.
Edge AI Devices
Lightweight local deployment for branch offices and small teams needing AI access
AI Workstations
Multi-GPU workstations supporting model training, fine-tuning, and mid-scale inference
Compute Servers
Enterprise-grade AI inference servers for large models and high-concurrency scenarios
We are committed to becoming a leader in key segments of AI technology industrialization by 2030. Our focus is applying artificial intelligence to solve real industry pain points — helping enterprise customers achieve intelligent transformation, boost efficiency, reduce costs, and unleash productivity.
Founder
An interdisciplinary background spanning mechatronics engineering and business administration, plus a decade-plus of cross-domain experience in engineering and go-to-market — former chief engineer and core market-development roles at Goldwind and SANY.
Left a state-owned enterprise in 2025 to found Sichuan Huitu Zhilian (HTZL.AI) — fluent in low-level code and business operations alike; a chief engineer turned startup geek.
AI Native: The Company Itself Is Proof of the Product
"An R&D process itself driven by AI... full-stack in-house development" — our engineering system was covered by NVIDIA China's official blog. That is not self-praise.
NVIDIA Official Blog →AI-driven R&D means your customizations ship in weeks and your private deployment never falls behind on iterations. Speed isn't our brag — it's your procurement benefit.
2,370 backend automated tests, a RAG quality-evaluation gate, CodeQL security scanning, and multi-tenant isolation audits — every release passes the full CI/CD quality bar.
Clients & Partners
Sichuan Huitu Zhilian Technology Co., Ltd. (Chengdu) · NVIDIA Inception Member
Vertical AI agent for companies going global, featured on NVIDIA's official blog
AI-native learning platform — AI embedded in every step of course-building, teaching assistance, practice, and assessment
AI course R&D, in deep collaboration with national-level trainers
End-to-end solution R&D and delivery
We also maintain a professional partner network spanning hardware supply and industry consulting.
What We Believe
Technology Emergence, Integration Innovation
At the frontier of technology, but never for technology's sake. We integrate emerging AI capabilities into products that solve real problems — making innovation deployable.
On the Frontlines, Pragmatic Execution
No slideware. Every line of code targets production, every solution is battle-tested. A working demo beats all theory.
Open Ecosystem, Win-Win Collaboration
Committed to becoming a critical connector in the value chain, building an open data ecosystem and growing together with upstream and downstream partners.
Long-Term Thinking, Platform First
AI infrastructure is a decade-long opportunity. We invest in reusable platform capabilities and accumulated industry know-how, not one-off project delivery.
Let AI Solve Your Real Problems
Starting from industry pain points, delivering measurable business outcomes. Contact us for a free consultation.
Contact Us