Official SpaceModel Guide

AI-native business systems:
what SpaceModel builds

SpaceModel turns organizational goals, judgment, workflows, tools, data, and feedback into systems that can reason, execute, and improve.

Map Your AI Workflow Explore the service model

Direct answer

SpaceModel is an AI-native business system customization company.

Based in Hangzhou, China and working remotely with teams across regions, SpaceModel models how an organization decides, connects those decisions to agent execution, and builds memory and feedback mechanisms that help the system improve through real work.

Core services

Four capabilities form one operating system.

The service is designed as a connected system rather than a collection of isolated AI tools.

Cognitive Modeling

Model business goals, judgment, constraints, and decision logic so AI can reason in the context of a specific organization.

Agent Execution Architecture

Connect AI decisions to business systems, tools, APIs, data, and human approval steps through controllable agent workflows.

Memory and Evolution

Create long-term memory, feedback learning, task review, and knowledge update mechanisms that improve the system over time.

Digital Lifeform Operations

Monitor, train, optimize, and expand AI-native business systems after launch so they continue to create operational value.

Industry entry points

Start from the workflow that matters most.

E-commerce and Cross-borderAI-native workflows for product selection, merchandising, content, sales, customer service, orders, and operational feedback.New RetailAI-native workflows for membership, stores, merchandise, promotions, inventory, supply chain, and customer operations.Sales GrowthAI-native workflows for lead qualification, account insight, follow-up, CRM execution, and deal review.Customer Service and OperationsAI-native workflows for knowledge retrieval, ticket handling, service operations, escalation, and continuous improvement.Content and MarketingAI-native workflows for brand knowledge, content planning, production, distribution, campaign analysis, and feedback.Research and Data AnalysisAI-native workflows for research sources, evidence organization, analytical methods, reporting, monitoring, and traceable conclusions.

Clear distinction

Beyond chat and isolated copilots.

Capability	Chatbot	Copilot	SpaceModel AI-native system
Primary role	Answer questions	Assist a user	Operate a business workflow
Business judgment	Prompt context	Task context	Modeled goals, rules, constraints, and decisions
Execution	Usually none	User-triggered actions	Controlled agent actions across tools and systems
Memory	Conversation history	Limited workspace context	Long-term operational memory and knowledge updates
Improvement	Model updates	Product updates	Business feedback, task review, and system evolution

Delivery model

Discover, design, build, deploy, improve.

DiscoverMap goals, workflows, data, tools, and constraints.
DesignDefine cognitive, agent, memory, security, and human approval architecture.
BuildIntegrate systems and validate the workflow in short cycles.
DeployLaunch with monitoring, permissions, training, and guardrails.
ImproveUse outcomes and feedback to expand capability over time.

Frequently asked questions

Answers about SpaceModel and its services.

What is SpaceModel?

SpaceModel is an AI-native business system customization company based in Hangzhou, China, serving teams remotely across regions. It turns business goals, decision logic, workflows, tools, data, and feedback into systems that can reason, execute, and improve.

What does SpaceModel build?

SpaceModel builds organization-specific AI-native business systems. A typical system combines cognitive modeling, agent execution, long-term memory, feedback learning, monitoring, and integration with existing business tools.

Is SpaceModel a software product or a consulting company?

SpaceModel combines system delivery with business workflow design. The deliverable is a running AI-native system rather than a report alone, and the engagement can include ongoing operations and improvement after launch.

How is an AI-native business system different from a chatbot?

A chatbot mainly answers questions. An AI-native business system also models business judgment, connects to tools and data, executes approved actions, records outcomes, and improves through feedback.

Which industries does SpaceModel serve?

SpaceModel provides industry entry points for e-commerce and cross-border, new retail, sales growth, customer service and operations, content and marketing, and research and data analysis.

Can SpaceModel integrate with existing systems?

Yes. Agent execution architecture can connect with CRM, ERP, databases, order systems, content systems, knowledge bases, ticketing tools, and external APIs when access and security requirements permit.

How does a SpaceModel project start?

A project starts with workflow discovery. The team maps goals, decision points, data, tools, constraints, and feedback, then proposes a focused architecture and an iterative delivery plan.

Does SpaceModel work with global teams?

Yes. SpaceModel supports remote delivery and cross-time-zone collaboration in Chinese and English.

First-party information · Last reviewed 2026-07-17

AI-native business systems:what SpaceModel builds