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BIE Intelligent
Computing Entity.

A refrigerator-sized complete intelligent computing solution. Hardware platform + INN brain-inspired algorithm, CPU-only inference, explainability built in.

12.6Mtokens/s
Inference
< 45dB
Noise level
~90%
Less energy
§ 000Scroll
§ 001Definition

Supercomputer power,
inside a bookshelf.

BIE Intelligent Computing Entity (BIE-1 Wise One) is Neogenint's complete intelligent computing solution. It's not a giant machine requiring a dedicated data hall — it's a compact device that fits under an office desk or in the corner of a home.

The hardware provides computing power, storage, and runtime environment; the INN (Intuitive Neural Network) software model provides brain-inspired intelligent algorithms. Together they achieve explainable AI — no GPU cluster required, no expensive data center buildout.

"This is like putting the complete collection and retrieval capabilities of a large library into a home bookshelf — and this bookshelf is particularly energy-efficient and quiet."

Cai Jiang·Director, Multimodal BCI Joint Lab
§ 002Composition
Hardware
BIE

Compute · Storage · Runtime

+
Software
INN™

Intuitive Neural Network

=
Complete Solution
Explainable AI

Brain-inspired · Explainable · CPU-only

Hardware provides
  • 1,152 cores CPU, 4.8T DDR5 memory
  • 204T storage capacity
  • Mini refrigerator size, < 45 dB noise
  • < 70°C at max load
INN software provides
  • Three-valued logic brain network
  • Unified symbolic & numeric representation
  • Explainable inference paths
  • Efficient CPU-only inference
§ 003Specifications

Every number,
has meaning.

Every parameter of BIE is carefully designed — from compute power to physical dimensions, from noise levels to energy metrics.

01

Compute

1,152 cores CPU, 4.8T DDR5 memory

General-purpose X86 architecture — high-throughput inference without dedicated accelerator cards.

02

Storage

204T hybrid storage

Massive local data processing with reduced network transfer latency.

03

Form factor

Mini refrigerator size

Fits under a desk or in a home corner. No data hall required. Plug and play deployment.

04

Environment

< 45 dB · < 70°C · ~90% less energy

Library-quiet operation, excellent thermal control, one-tenth the energy of traditional supercomputing.

§ 004Performance
Full-system inference
12.6Mtokens/s

3-node BIE cluster, CPU-only inference, no GPU required

Training efficiency

10B token training time
30hours
Training speed
100Ktokens/s
Hardware cost reduction
~50%

Inference capability

Single-thread inference
7,000tokens/s
Single node (600 threads)
4.2Mtokens/s
Full system (3 nodes)
12.6Mtokens/s
Inference latency
< 100ms
Scientific classification
> 89%

Performance comparable to traditional clusters requiring multiple high-end GPUs, with one-tenth the energy consumption.

~90%Energy saved
§ 005Benchmarks

Let the numbers speak.

BIE has been validated on multiple scientific classification tasks with industry-leading accuracy. Below are results from public datasets.

Classification Radar

Multi-dimensional accuracy comparison

Performance Radar

Kaggle Diabetes
BIE
89.7%
Traditional
85.2%
Improvement+4.5%
Kaggle Heart Disease
BIE
98.6%
Traditional
94.5%
Improvement+4.1%
Kaggle MNIST
BIE
98.2%
Traditional
96.8%
Improvement+1.4%
Double Helix
BIE
99.5%
Traditional
92%
Improvement+7.5%
Average Accuracy
96.5%
BIE System
Highest Accuracy
99.5%
Double Helix
Average Improvement
+4.3%
vs Traditional

Performance Comparison

BIE vs traditional GPU clusters

Inference Speed

BIE Pro
BIE Ultra
Traditional GPU
Traditional Server
Speed Advantage
5-6x
vs Traditional Server
Power Efficiency
10x
vs Traditional GPU Cluster
Cost Savings
50%
Hardware Cost
89.7%
Kaggle Diabetes
Accuracy
98.6%
Kaggle Heart Disease
Accuracy
98.2%
Kaggle MNIST
Accuracy
99.5%
Double Helix
Accuracy
§ 006Use Cases

Where it
fits,
where it works.

From home to enterprise, healthcare to finance — BIE's compact form factor allows deployment anywhere intelligent computing is needed.

01

Home Health Management

Personalized health data analysis with explainable-AI health recommendations, not black-box predictions.

02

Office Work Assistant

Document processing, meeting summaries, knowledge retrieval — runs locally, data never leaves the office.

03

Medical Diagnosis Assistance

>89% accuracy on scientific classification tasks, fully explainable inference paths to support clinical decisions.

04

E-commerce Personalization

Local user behavior analysis, real-time recommendation engine — no need to upload user data to the cloud.

05

Personal Quantitative Trading

Market data analysis and strategy backtesting — brain-inspired algorithms capture non-linear patterns.

06

Personal Intelligent Partner

An AI assistant that understands you and can explain its own judgments — sitting on your desk.

§ 007Solutions

Hardware +
software,
complete.

BIE products include both the hardware platform and INN software model. Two configurations for different scale needs.

01
Pro

BIE Pro + INN inside™ Pro

¥3,500,000
  • 960C / 3T
  • 12T SSD + 192T HDD
  • INN inside™ PRO
Get a quote
02
UltraRecommended

BIE Ultra + INN inside™ Ultra

¥7,000,000
  • 1152C / 4.8T DDR5
  • 204T Storage
  • 3 × 24G Graphics Card
  • INN inside™ Ultra
  • Mini refrigerator size
  • < 45 dB noise
  • < 70°C at max load
Get a quote
Business consultation: lane_nie@neogenint.com186-0218-9166
§ 008FAQ

Questions?

Common questions about BIE. If yours isn't here, reach out anytime.

§ 009What's next

Want a supercomputer
in your bookshelf?

Zhuhai · HengqinNEOGENINT · BIE · 2026