Services & Collaboration

Building reliable, scalable AI systems and products through engineering excellence.

What We Offer

AgriLinq empowers businesses with complete capabilities from model to system through applied AI engineering.

We focus on AI deployment, system architecture design, inference optimization, and product incubation, providing enterprises with truly operational core competencies in the AI era.

Core Services

AI System Architecture

AI Technical Architecture Design

• Inference Pipeline Design
• Multi-Tenant / Model Management
• API Gateway & Authorization
• High Concurrency & Availability

Model Adaptation & Applied AI

Fine-tuning & Application

• Fine-tuning (LoRA / Full)
• Prompt Engineering
• Model Integration & Flow Design
• Private Deployment

AI Performance Optimization

System Optimization

• Inference Acceleration & Compression
• Memory Optimization
• Caching Strategies
• Latency Optimization & Monitoring

High-Concurrency Backend

Scalable System Development

• Distributed System Design
• High Traffic APIs
• Horizontal Scaling Architecture
• Fault Tolerance / Failover

Co-building AI Products

Joint Product Development

• Product Prototyping
• Technical Validation (PoC)
• Architecture Implementation
• Integration & Collaboration

Technical Advisory

AI Consulting

• Technical Assessment
• Project Planning
• Cost Estimation
• Engineering Process Design

Process

Initial Consultation & Analysis

Understanding business needs, pain points, and objectives.

Assessment & Planning

Proposing initial architecture, technology stack, and cooperation model.

PoC / Prototype Validation

Rapidly validating technical feasibility and expected results.

Development & Integration

Model integration, architecture implementation, and backend development.

Deployment & Optimization

Production deployment, performance tuning, ongoing maintenance, and scaling.

Who We Work With

Companies wanting to adopt AI but lacking engineering capabilities

Teams with existing products needing AI enhancement

Startups looking to rapidly validate AI prototypes (PMF)

Enterprises building AI modules or platforms

Our Expertise

Large Model Fine-tuning & Inference Engineering

High-Concurrency Backend Development

Distributed Architecture

AI Modularization & Platform Engineering