SABI AI CORP PTE. LTD

Enterprise LLM Resource Scheduler

Reliable, Cost-Effective AI Infrastructure for Your Business

Explore Our Solution

About SABI AI

SABI AI CORP PTE. LTD specializes in publishing non-game software and applications, focusing on enterprise-level AI infrastructure solutions that solve real-world business challenges.

Our Mission

To empower businesses with stable, cost-efficient AI capabilities through innovative cloud-based infrastructure solutions.

Our Focus

We address the critical pain points of LLM integration—service downtime, cost inconsistency, and quality fluctuations—by building robust, intelligent resource management systems.

Software Publishing

Non-game applications & enterprise tools

Cloud Infrastructure

Google Cloud-based solutions

AI Resource Management

LLM scheduling & optimization

Company Profile

  • Registered in Singapore, focusing on enterprise AI software research and development
  • Core team with 5+ years of cloud computing and AI infrastructure experience
  • Products have been applied in finance, education, and e-commerce industries

Our Team Advantages

Our team is composed of senior engineers from cloud computing and AI fields, with rich experience in enterprise-level system architecture and implementation.

We have a deep understanding of the pain points of enterprise LLM application, and can provide customized solutions according to different industry characteristics.

Adhere to technological innovation and customer-centricity, and continuously optimize products to help enterprises reduce AI application costs and improve operational efficiency.

Enterprise LLM Resource Scheduler

Solving the critical challenges of LLM integration with Google Cloud-powered infrastructure

The Challenges Businesses Face

With the rapid development of AI technology, more enterprises are integrating large language models into core business processes. However, real-world technical challenges are often more complex than expected:

  • API call frequency limits causing business interruptions
  • Significant price differences between model providers
  • Uneven service quality affecting user experience

Technical Architecture on Google Cloud

SABI AI Google Cloud Architecture

LLM Resource Scheduler Solution

Our Google Cloud-Powered Solution

Our system leverages the advantages of the Google Cloud ecosystem to deliver a reliable, cost-effective LLM management platform:

Cloud Load Balancer

Intelligent traffic distribution between multiple models, selecting the optimal processing path based on real-time conditions

Autoscaler

Elastic scaling capabilities that automatically adjust resource scale based on load to ensure stable service during peak periods

Cloud Storage

Stores model configurations, log data, and cached content with a highly available data persistence solution

Key Management Service

Secure management of multi-project API keys and sensitive configurations

Cloud Monitor

Comprehensive performance monitoring and alerting mechanisms to track system health and provider response status

Memorystore

High-performance caching layer that improves response speed and reduces API call costs

Customer Application Scenarios

Our solution is designed for businesses with specific LLM usage requirements

High-Frequency Call Scenarios

  • Customer service chatbots: 7x24 processing of large volumes of user inquiries
  • Content generation platforms: Batch creation of articles, marketing copy, product descriptions
  • Code assistance tools: Development teams frequently using AI programming assistants

Cost-Sensitive Scenarios

  • Startups: Need to control AI service costs while ensuring quality
  • Educational institutions: Large numbers of students using AI learning tools simultaneously
  • SMEs: Want enterprise-grade AI services with limited budgets

High Availability Requirements

  • Financial services: Intelligent risk control and customer service in transaction systems
  • Medical platforms: AI-assisted diagnosis and patient consultation systems
  • E-commerce platforms: Product recommendations and intelligent customer service systems

Solution Advantages

How our system solves your LLM integration challenges

Core Mechanism for Token Quota Issues

Multi-Project Rotation

Real-time monitoring of quota usage across projects via Cloud Monitor, with automatic switching to available projects

Intelligent Traffic Distribution

Cloud Load Balancer dynamically routes requests based on real-time quota status

Cache Optimization

Memorystore caches common requests to reduce actual API call frequency

Technical Advantages

Zero Downtime

Multi-project backups ensure service continuity

Cost Optimization

Automatic selection of the most cost-effective model provider

Elastic Scaling

Autoscaler adjusts resources automatically based on load

Security & Reliability

KMS protects API keys; CloudSQL ensures data persistence

Business Value

Reduce Operational Risk

Eliminate the impact of single points of failure and quota limitations

Enhance User Experience

Stable and fast AI service responses

Control Cost Expenditure

Intelligent scheduling achieves cost optimization

Contact Us

Have questions or want to cooperate? Feel free to get in touch with us

Contact Information

  • Business Email
    Daisy@sabiai.click

    For business cooperation and solution consultation

  • Work Hours

    Working hours: 9:00 - 18:00 (Singapore Time)

  • Office Address

    10 GentingLane,#08-00, Jay Gee Melwani House, Singapore 349583

    Welcome to visit us by appointment

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Send Us a Message

Company Info

Address & Postal Code

  • 10 GentingLane,#08-00, Jay Gee Melwani House, Singapore 349583
  • Postal Code: 349583
  • Working Hours: 9:00 - 18:00 (SG Time)

Business Scope

  • Non-game Software Publishing
  • Enterprise AI Infrastructure Solutions
  • Google Cloud-Based LLM Scheduling

Quick Links

For official correspondence, please use the above postal address and business email