EVOLVING ENTERPRISE CONTEXT

Let enterprise context evolve with AI

CorpContext brings fragmented business activity, financial data and employee work into a shared, evolving enterprise context that supports your business and your people.

AI-generated portrait representing an anonymous customer
“CorpContext helps Codex understand our actual profitability by combining operational data from our ERP with financial data from our office systems in a single MCP server.”

Mr. Zuo, CEO of Wenqu International, which achieved US$1 billion in GMV in 2025.

AI-generated portrait representing an anonymous customer
“CorpContext helps us retain our team's AI skills, so I no longer worry that someone leaving will hold up our projects.”

Ms. Zhao, CEO of LinYin, which has produced more than 10 series, each with over 100 million views.

WHAT MAKES UP YOUR CONTEXT

What goes into enterprise context

Data from across your business

Connect ERP, office systems, marketplaces, advertising, warehouses, logistics, refunds and business files. Unify orders, products, customers, revenue, costs and expenses across systems. Every business fact retains its source, update time, calculation rules and original records, giving AI a dependable foundation.

The context behind your team's work with AI

Capture the questions, analysis, prompts, feedback and outcomes your team creates with WorkBuddy, Feishu, DingTalk and other AI tools. Experience grows beyond individual chats and memory into shared capabilities that can be reused, governed and improved over time.

Relationships inside and outside your business

Connect employees, departments, customers, suppliers, channels, products, projects and partners in a meaningful relationship graph. AI can understand how things relate, who is responsible and what has changed, so it can reason and act within the right business boundaries.

Business data, team capabilities and relationships come together in CorpContext to create reusable, governed and traceable enterprise capabilities.
CONTEXT VERIFICATION

Every answer has context. Verify AI with confidence.

With CorpContext, trace AI answers back to their supporting evidence and explore the details, so you can check the facts instead of relying on an unsupported answer.

Illustration of an AI answer traced to metric definitions, data sources and original records.
PRIVATE DEPLOYMENT

Private deployment. Your data, under your control.

Deploy CorpContext on your own servers or in your private cloud. Keep your business data and accumulated capabilities in an environment you control. You decide where data lives, who can access it and what AI can use. Put AI to work while retaining sovereignty over your data.

Business systems, CorpContext, employees and agents within the customer's environment, with customer control over storage, access and usage.
Core capabilities

Enterprise context capabilities, from data connection to answer verification

CorpContext is built for enterprise AI: standing up an enterprise AI knowledge base, deploying large models privately, and tracing every answer back to its evidence.

Connect data across systems

Bring platform, ERP, advertising, office, warehouse and unstructured files together into continuously updated business facts.

Reconstruct and validate profit rules

Let business and finance jointly confirm how revenue, costs, refunds and expenses are calculated, and govern every rule change.

Proactively surface material risks

From data quality and anomaly attribution to financial impact, surface only the issues that genuinely deserve the CEO's attention.

  • Multi-source data
  • Unified business entities
  • Versioned profit rules
  • Original evidence chain
  • MCP / API
  • Proactive risk assessment

Frequently asked questions

Enterprise context is the trusted facts, business meaning, metric definitions, permissions and decision history AI needs to understand your company. It gives different AI tools a shared view of your business.

ERP records business processes; BI presents analysis. CorpContext connects these systems to AI by unifying business entities, validating rules, preserving evidence and continuously assessing important risks.

Each conclusion retains its data sources, calculation rules, version, owner and links to original records. Drill down from a summary to the evidence behind it.

Not by default. CorpContext provides visibility, analysis and recommendations. High-risk actions such as payments, purchases and budget changes require explicit authorization and human approval.

Start building your enterprise context