Founder-led. Business-minded.
From the way your team works to what your customers experience. We bring business understanding, design and engineering together.
THREE WAYS WE CAN HELP
Connect your systems. Automate the routine. Give your team more capacity.
Explore 02Outside · what people see and useWebsites, online stores, platforms and brands. New or revamped.
Explore 03Underneath · the AI models themselvesPrivate models, fine-tuning and custom AI, built for your requirements.
ExploreConnected business systems and AI workflows, shaped around how your team actually works.
Choose a step to explore.
Sales, marketing, operations and support all have work to do. Scattered information, disconnected systems and repetitive tasks make that work harder than it needs to be.
We first understand how your team works and where the friction comes from.
We connect the systems you already use, such as CRM, email, ERP, databases or knowledge bases, and build what’s missing, so everyone works from the same up-to-date information.
We set up the workflow so it’s clear who does what next.
We bring AI into the work: it knows your systems and tools, and helps everyone find information, draft replies and compile reports. Your team keeps the decisions that need judgment.
Rules, automation or AI: whichever fits the task, not the other way around.
We build, test and roll it out for a single team or the whole company, so your systems are dependable, exceptions are visible, and your team can move faster.
Connected systems create clarity and capacity. With intelligence built in, capacity becomes momentum.
A business that moves together.
↓Websites, online stores, SaaS products, platforms and brands. We build new, improve what exists, or take on just the part you need.
Choose a step to explore.
We start with who you need to reach, what they care about and what the work has to achieve, whether it’s new or a revamp.
If you already know what you want, we build it, and tell you what we see.
We shape the message, the look and every screen, so people quickly understand your value and know what to do next.
Designed by people who know how it will be built.
We build what runs behind it on the right technology: fast, reliable and easy to change as you grow.
Built by people who understand the design.
We launch it, give your team the documentation and guidance to run it, and provide the support agreed for the project.
Support is agreed up front, so you know what happens after launch.
Intuitive for users. A lasting commercial asset for your business.
↓Private deployment, fine-tuning and custom model development. Engineered for your task, your data and your operating environment.
Choose a step to explore.
We deploy a language model on your servers or private cloud, so your team can use an AI assistant in an environment you control.
Models such as Llama, Qwen or DeepSeek, with access and tool connections configured for your requirements.
We fine-tune a language model for your terminology, style and tasks, then test its responses against agreed requirements.
Methods such as LoRA and instruction tuning, so adapting a model doesn’t mean training one from scratch.
For tasks no ready-made model handles well, we train one on your data: a vision model that spots defects or identifies products in images, or a model that sorts your documents.
From convolutional networks for vision to custom classifiers and generative models.
Some challenges are bigger than any single task. We take them from the first question to a working solution: defining the problem, finding the data, choosing the methods and building everything around them.
We test the solution against agreed requirements and representative data before deployment.
From promising algorithm to practical, production-grade capability.
THE PEOPLE BEHIND THE WORK
A small, founder-led team. You work directly with the people who shape the solution, build it and take responsibility for it.
01 / BUSINESS + BUILDCo-founder · Business & systems
Taygun is a business strategist and digital product developer. He works with clients to define what they need to solve, build, or achieve. From there, he leads the project through design and development to deliver intelligent business systems and digital products.
02 / AI + ENGINEERINGCo-founder · AI & machine learning
ChunXi is a programmer and an independent machine-learning researcher. He leads our AI work, from vision and language models to private deployment, and designs software architectures built to perform and to last.
BEYOND BUSINESS
Beyond client work, we build tools of our own: to put good technology in more people’s hands.
An AI workspace that remembers your work across different AI assistants. No technical background needed.
An AI study tool that helps students learn, built to make advanced study support accessible across borders.
HOW WE WORK
We learn what is happening, who it affects, and what better would look like for you.
We agree on the scope and fixed price before we build. If you already have a defined specification, we build it to the letter while flagging any operational risks or edge cases.
You see the work as it develops, and your feedback shapes the details along the way.
We hand over the work with the documentation and guidance your team needs. Any ongoing support is agreed before we start.
Let’s talk.
Tell us about your situation and what you’d like to make possible. We’ll discuss what you need and how we could help.
You can also email us at fatih@goldencore.design.
SHANGHAI, CHINA