About AgriLinq

Building deployable, scalable, and mass-producible AI technology foundations.

Who We Are

We are a research company focused on AI technology engineering.

AgriLinq is dedicated to transforming large models into AI systems that can operate reliably in real-world scenarios, building the core technical layers to support multiple AI applications, products, and services.

We focus not just on model capabilities, but on: How to Deploy How to Scale How to Reduce Costs High Concurrency Support Commercialization

AgriLinq's mission is to enable AI to truly enter the business world, not just stay as a demo.

Our Mission

Enabling AI to be deployed, maintained, and truly create value.

Current AI technology is progressing rapidly, but engineering solutions for actual deployment are still scarce. Our mission is to bridge the gap between model capabilities and product capabilities:

From Research Performance → To Actual Deployment
From Model Prototype → To Scalable Architecture
From Experimental System → To Enterprise-Grade Service

We hope to bring AI technology into the industry in a more reliable, efficient, and mass-producible way.

How We Work

We research, build, and validate AI systems with an engineering approach. AgriLinq's technical core consists of three directions:

01. Research

Technical Research

• Model Adaptation & Fine-tuning
• Multi-tenant Inference Architecture
• High Concurrency & Low Latency Systems
• Cost Optimization Strategies

02. Productization

Tech Productization

• Establish AI Tech Modules
• Unified API & Service Framework
• Transform Research into Scalable Products

03. Incubation

Product Incubation

• Rapid Product Prototyping
• User Testing & Market Validation
• Products with PMF Spin-off Independently

Our Engineering Culture

We believe: Only what can be deployed is technology; only what can be scaled is a system.

Engineering-first

Prioritizing system reliability, maintainability, and reproducibility. Ensuring every component is built for long-term operation.

Scalability

Designed for horizontal scalability from day one to support large traffic and low latency needs. Rejecting fragile single-point architectures.

Pragmatic Innovation

Pursuing practical innovation rather than flashy tech stacks. We use technology to solve problems, not to showcase technology.

Core Capabilities

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AI Model Engineering

Model Fine-tuning, Inference Optimization, Prompt Engineering, Resource Management.

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AI SaaS Architecture

API Gateway, Model Orchestration, Auto-scaling, Multi-tenant Framework.

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High Concurrency

High-traffic Architecture, Caching Strategy, Horizontal Scaling, Reliability Engineering.

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Modularization

Building reusable modules to shorten new product development cycles.

Our Product Incubation Model

AgriLinq is not just a single-product company, but an AI Technology Parent Company (Tech Core).

We leverage our underlying technical capabilities to incubate multiple products, using a unique "Tech Research → Spin-off" model:

1 Tech Research produces Prototype
2 Prototype undergoes Market Validation (PMF)
3 Products with PMF Spin-off into Independent Companies
4 Parent company continues tech support, replicating the next product

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Tech-Deep AI Lab

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Speed-Focused Start-up Studio

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Investable Multi-product Ecosystem

Our Vision

Building the technical infrastructure for next-generation AI applications.

We believe future AI is not just a model, but a system: capable of handling massive traffic, adapting quickly to needs, and operating stably for years. AgriLinq aims to be the technical core supporting these applications, driving reliable and large-scale AI implementation in the business world.