AI-native applications, driving the transformation of trustworthy
AI into real industrial productivity across finance and education.
Trustworthy Generative AI
An integration of explainability, reliability and governance
Document Intelligence
The first reinforcement learning-based multimodal model for document parsing.
Outperforms top-tier OCR solutions- Document layout-aware reward mechanism
- Proprietary models are leading the financial sector
Neuro-Symbolic Computing
Agents follow complex business logic and make reliable and explainable decisions.
- Reinforcement learning-based pathfinding with neuro-symbolic verification
- Extract business logic from text resources
- Winner of Hang Seng Index Innovation Challenge
Retrieval-Augmented Gegeration
The open-sourced version has topped the rankings for consecutive years with over 200,000 downloads.
- Multilingual large language embedding models
- Grounded in factual data and proprietary information
- Ranking No. 1 on the AIR-Bench leaderboard
Inspire Platform
A low-cost, high-performance, easy-to-use and one-stop
AI intelligent compute platform around heterogeneous compute clusters
Easy-to-use, one-stop platform for Al infrastructure
One-stop Al infra that accelerates the journey from idea to production.
Full-stack Al ecosystem with heterogeneous compute, domain models, and enterprise-grade agents.
Unleash heterogeneous compute
Break hardware barriers and unleash heterogeneous computing potential to power complex AI workloads.
Deploy and iterate at speed
Accelerate model deployment and iteration, eliminating long implementation cycles and resource bottlenecks.
Efficient GPU/CPU compute convergence
- Unify CPU/GPU compute to massively accelerate reinforcement learning
- Tier tasks by compute profile, shrink hours to minutes
Low-cost serverless dynamic deployment
- Unify GPU memory, CPU RAM, SSD and NVMe tiers
- Double model deployments on equal compute capacity
Highly stable fault tolerance & resumption
- Sub-link issue detection and auto recovery
- Resume interrupted runs in seconds; auto-retrain rate 99.9 %
Products
New-generation solutions for every corporation
Auto Credit Rating
- AI data extraction: automatically captures and interprets SME’s business information through multimodal recognition.
- Automated data retrieval & scoring: fetches verified financial data and runs AI-driven credit assessment model to generate rating scores instantly.
- Dynamic risk monitoring engine: continuously tracks enterprise signals and triggers rating updates based on real-time risk behavior.
HSIL FAF Calculation AI Copilot
- AI extraction & comparison: AI highlights key numbers and text inside the documents.
- Shareholder categorization: sorts shareholders into two clear groups: Non-freefloat and Freefloat.
- AI-powered calculation: compile source data, which is utilized to train the model to produce a shareholder breakdown and a shareholder relation map.
AI-empowered training program：leading international bank
- AI-generated mock exams: dynamic tests aligned with regulation updates.
- 24/7 personal AI tutor: personalized study support & chatbots for instant Q&A.
- Study plans & scorecard: adaptive learning paths + real-time progress analytics.
- Engagement tools: gamification (leaderboards, badges) for motivation.
- Interactive conversational support: continuous learning via AI-driven dialogue and knowledge access.
Our announcements and updates
We drive the transformation of trustworthy AI into real industrial productivity, empowering intelligent upgrades across diverse industries, such as finance and education.
Looking ahead, we will continue to anchor our work in trustworthy AI, address real-world industrial challenges, and deliver comprehensive generative AI services to global clients-co-creating unlimited value together.
