Let AI happen inside the enterprise.

Instead of using an external general-purpose AI, the enterprise deploys AI inside its own environment.

Data software

Enterprises have data. What they need is data ready for intelligence.

Make data complete first. Then keep making it better.

ID Omnia

A fully automated data-warehouse builder

AI executes and validates automatically. All data lands.

Spend less time on governance. Build the warehouse faster.

ID Optima

A fully automated high-quality dataset tool

Existing data, automatically organized into high-quality datasets.

No need to wait for every metric. Generate exactly what you need.

From data software to AI appliances.

One system. Model and hardware, ready.

The HuanYu model, enterprise compute, and scenario capabilities arrive preinstalled. Connect it to the enterprise environment and start.

ID one

Enterprise operating-decision AI appliance

Model, compute, and enterprise-data connectivity work out of the box for operating analysis and decision support.

Visit ID one website

鸿策

A customer-specific, offline bidding AI appliance

Every system is tailored to the enterprise, learns its knowledge offline, and turns it into proprietary bidding capability. It automatically generates, reviews, and validates bids of up to 5,000 pages—and improves with use.

Continue to Industrial AI

INDUSTRIAL AI / CAPABILITIES IN MOTION

Intelligence, ready to invoke.

From design generation to data intelligence, from tool connections to task execution. Bring IDENIFE capabilities into your products and workflows through APIs, MCP and harnesses.

idenife/capabilities*
STANDBY

API / data.prepare

Build a high-quality dataset and analysis canvas

INITIALIZING
01 / INVOKEIllustrative code
// Invoke a capability. Stream its execution.
const job = await api.invoke({
capability: "data.prepare",
source: enterprise_data,
output: "dataset_and_canvas",
stream: true
});
 
for await (const event of job) {
render(event);
}
 
// Pass the result into the next workflow

Invoke a data pipeline through an API, within enterprise infrastructure.

02 / EXECUTEEvent stream
JOB PROGRESS0.00s
stage 00/04PROCESSING
prepare.data

Clean, validate, and fully warehouse data

queued
resolve.intent

Resolve the user data intent

queued
generate.dataset

Generate a high-quality dataset

queued
compose.canvas

Configure charts and reports

queued
›stream.read()…
LAST EVENT—Awaiting completion

Tokens processed todayTOKENS / TODAY

—
RATE — tok/s UTC+8 · 00:00 RESET
API sessions
—
TTFT first token
—ms
MCP sessions
—

* Runtime data is derived from actual workloads with confidential information removed and is provided for reference only. It does not constitute a commitment to service performance, availability or business delivery.

View all AI capabilities →

04 / Research & engineering

01 / MULTIMODAL INTELLIGENCELarge multimodal model

HuanYu.

HuanYu model is ready

Understand across modalities.Process data at scale.

HuanYu understands text, images and data, supporting content generation, analytical reasoning and high-volume data processing.

Understand · Generate · Reason

  • MULTIMODALMultimodal understanding
  • HIGH-VOLUME DATABatch data processing
  • DATA SEMANTICSData semantics & structure
  • KNOWLEDGE & REASONINGEnterprise knowledge & reasoning
  • LONG DOCUMENTSLong-document generation & review
  • DATA APPLICATIONSData application generation
  • VISUAL & 3DVisual & 3D generation
  • EVALUATE & INVOKEModel evaluation & invocation

MODEL CAPABILITIES / EVALUATION & INVOCATION

Evaluate generated content. Invoke the right models.

HuanYu assesses the quality of other models’ outputs and their fit with task requirements, then selects and invokes suitable models.

Proprietary technology

  • In-house foundation
  • In-house toolchain
  • In-house architecture
  • In-house operators

Designed for autonomous work.Built to keep evolving.

An autonomous execution framework designed by IDENIFE, connecting model reasoning, task orchestration and tool calls in a shared foundation for our products.

ID OmniaID Optima

Autonomous execution

HuanYu

ID Axis is open source

An open ecosystem. Built together.

Contribute plugins, connectors and new capabilities.

Industry & ecosystem

Connecting technology, talent and industry practice.

Partner portal

Wujie Design Education

An education brand of IDENIFE Holdings Group

From learning to design practice.

Education in industrial, environmental and visual communication design. Design and software training, exam preparation, competitions and portfolio guidance connect learning with projects, internships and employment.

For individuals and small teams across industries

A company of one.Backed by industry.

50

OPC companies · space capacity

A support system for emerging companies, built on our own AI.

AI capabilities, workstations and fully equipped office facilities connect with training, industry opportunities and access to capital networks, supporting individuals and small teams across industries.

Bring ideas into everyday work.

Industrial design is one example.

Discuss a brief with HuanYu, develop concepts and visual proposals, then turn images into 3D models as a starting point for further design development.

Design concepts
3D model

Industrial design OPCs can access dedicated project opportunities and AI + design tool support.

Making AI a capability of enterprise and industry.

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