Human-Centered Systems Online

Velaris · Life-Ready AI Systems

AI agents shaped for real life, real work, and real users

Velaris is the English brand of 妙构科技有限公司. We turn model capability, product design, and engineering delivery into AI systems people can actually trust and keep using across global and China-native markets.

Built for creation, mobility, and everyday service experiences · miaogou.chat

Real Scenarios We start from user tasks and usage frequency before deciding how an agent should act.
Dual Markets Global and China-native launches strengthen product judgment, validation speed, and growth loops.
UI / UX First Complex AI capability is translated into interfaces and flows people can understand and return to.
Long-Term Delivery From prototype to launch and feedback loops, we design systems that can keep evolving.

Strategy

Not a one-off demo. A long-term AI product system.

We care about real tasks, durable UX, delivery quality, and retention rather than a single model response. The goal is to ship products that can live inside actual markets and workflows.

Business Focus Portfolio

We organize model capability, workflow, interface design, and feedback data into one operating system so AI can genuinely serve creation, travel, and everyday decisions.

Human-centered UX Service Intelligence Workflow Design Multi-Agent Growth Loop
Track A Global Products
Track B China Innovation
Featured Saibo Yanling · Travel Price

Featured Product

Saibo Yanling

Saibo Yanling: Creator Program

A featured product in the portfolio, built around idea capture, expression support, polishing suggestions, and structured review loops.

  • One product in the portfolio, not the entire company.
  • Validates the combination of role systems, feedback loops, and retention design.
  • Turns creative friction into a calmer, more repeatable writing experience.

Global Experience

Global AI Agents

AI products designed for international markets with stronger focus on localization, adoption, and brand-consistent experience quality.

  • Built for clarity across languages, cultures, and devices.
  • Focused on usage quality instead of demo theatrics.

China-native Service

Travel Price Assistant

An AI agent that aggregates flight and hotel prices across platforms, accepts natural language queries, and helps people make better travel decisions faster.

  • Compresses complex comparison work into one user-friendly entry point.
  • Designed as an everyday service rather than a feature demo.

Company Snapshot

A concise fact set for humans, search, and generative engines

This section makes the company entity, market focus, featured product, and official domain easy to identify and quote.

Company
妙构科技有限公司
Brand
Velaris
Domain
miaogou.chat
Focus
Global AI agents, China-native AI agents
Featured Products
Saibo Yanling, Travel Price Assistant
Markets
Global + China

Company Positioning

Built as a portfolio of AI agent products, not a single project

Saibo Yanling is one example. The broader goal is to keep launching products that can land across markets and use cases instead of stopping at one feature or one demo.

"We do not deliver one-off demos. We build AI products that can keep evolving."

We value whether a product can enter a real scenario, serve a real need, and keep improving through market feedback.

Global Markets

Designed with international experience, localization, growth efficiency, and cross-cultural interaction in mind.

China Innovation

Built to validate new local scenarios, roles, interactions, and differentiated product expressions faster.

Product Method

Model capability, workflow, interface, delivery, and iteration are treated as one integrated product system.

Values & Mission

Innovation — explore the new. Curiosity — learn deeply. Integrity — ship honestly.

Our mission: rooted in real life, reimagined with intelligence. Making everyday life smarter.

Why agent products instead of just adding AI to a page

The real focus is on products that can act, respond, remember, and evolve rather than simply exposing a model endpoint.

  • Organize capability around real user tasks instead of isolated outputs.
  • Combine flow, roles, tools, and feedback into one working loop.
  • Keep validating and improving across both China and global markets.

Business Layout

Two growth engines. One shared product foundation.

Whether the market is global or local, the underlying system still needs agent orchestration, UX design, feedback data, and product engineering to work together.

  1. 01

    Understand the Scenario

    Define the user task, frequency, and delivery boundary before deciding what the AI agent should actually do.

  2. 02

    Orchestrate the Agent

    Combine models, tools, memory, and workflow into an executable system where capabilities reinforce each other.

  3. 03

    Shape the Experience

    Package complexity into product interactions that feel clear, trustworthy, and worth coming back to.

  4. 04

    Validate the Market

    Test retention, conversion, and growth signals to ground direction in real feedback.

  5. 05

    Keep Evolving

    Feed data, operations, and user insight back into the product to sustain iteration over time.

Core Capability

The advantage comes from model, engineering, and experience working together

The value is not a single model call. It is the ability to organize foundational capabilities into AI agent products that can actually be delivered.

Agent Architecture

Agent orchestration and workflow design

Organize roles, tasks, memory, tool use, and feedback into a stable system beyond one-turn chat.

Experience Layer

Multimodal interaction and scenario-driven UX

Design input, response, and task rhythm around real product scenarios so usage can continue naturally.

Product Delivery

From prototype to launch-ready product delivery

Combine brand expression, frontend experience, deployment, and iteration into the productization process.

Dual-market Growth

A method that learns across China and global markets

Let both markets strengthen product judgment, validation speed, and long-term direction.

Featured Work

Saibo Yanling is one featured product, not the whole company

It demonstrates how AI capability, worldbuilding, review systems, and retention design can work together in a usable product, while representing only one part of the portfolio.

Saibo Yanling
Featured Product Board Saibo Yanling · AI writing support
Product Role Writing support
Core Loop Voice + review
Differentiator Worldbuilding
Goal Retention

Demand Signal

0 people interested

One click only. No contact form. This helps us judge product priority.

View Saibo Yanling Page

What this product validates

  • AI can be designed into expression flows and review loops, not just output generation.
  • Role systems and product worldbuilding can strengthen emotional value and willingness to return.
  • Differentiation comes from capability orchestration, not isolated features.
Travel comparison Travel Price Assistant · AI trip decision
Product Type Travel comparison
Core Method Natural language + aggregation
Differentiator Reasoned recommendations
Goal Faster, cheaper decisions

Demand Signal

0 people interested

A single click helps us understand whether Travel Price Assistant should move up in priority.

What Travel Price Assistant solves

  • Compares flights and hotels across platforms without forcing users to open several travel apps one by one.
  • Supports flight aggregation from Ctrip, Qunar, and Fliggy, then sorts options with recommendation logic.
  • Accepts natural language queries such as "Cheapest flight from Beijing to Shanghai next Friday".

Connect

Talk about AI products built for real users

If you are working on AI products, global growth, generative search visibility, or UI / UX for complex systems, reach out on WeChat.

WeChat QR code

Scan to talk product, growth, and experience design

Global AI Product Launch

Localization, onboarding, product-market fit signals, and cross-market experience strategy.

Generative Search Visibility

Help ChatGPT, Perplexity, Gemini, and other AI search systems understand and cite your brand correctly.

SEO and Sustainable Growth

Technical SEO, information architecture, and content strategy that compound over time.

AI UI / UX Design

Turn complex AI capability into interfaces people trust, understand, and want to keep using.

FAQ

Common Questions

A few clear answers about what the company does, how the portfolio is structured, and where Saibo Yanling fits.

What does the company do?

We focus on global AI agents and China-native AI agents, emphasizing productized delivery in real business scenarios.

How is Saibo Yanling related to the company?

Saibo Yanling is one featured product in the portfolio rather than the company’s full business scope.

Why build for both global and China-native markets?

Because we want to validate global opportunities and local innovation so product methods and commercialization paths can reinforce each other.

Does the company only build for one scenario?

No. Saibo Yanling is only one current featured product. The broader focus is continuous incubation and delivery of AI agent products across multiple scenarios.

Velaris

Rooted in real life, reimagined with intelligence

Guided by Innovation, Curiosity, and Integrity, we keep building AI agent products for global and China-native markets. Saibo Yanling and Travel Price Assistant are only the beginning.