VISDO Commercial Proposal (Vision Project Hub)

All-in-one AI data governance platform for enterprise operations

VISDO is the central infrastructure for standardizing the full AI data lifecycle. The platform unifies collection, storage, labeling, QA/QC, and project governance in one operating hub, with Cloud/On-premise deployment options aligned to enterprise security requirements.

Tiếng Việt English
70-80% reductionManual labeling effort with AI Auto-labeling
45 to 4 minutesAbout 90% faster EEG processing with 94-98% target accuracy
Hybrid deploymentCloud cost efficiency and On-premise control under HIPAA/ISO

1) Cover Letter and Provider Introduction

In the digital economy, data is a strategic asset that defines market competitiveness. White Neuron focuses on tailoring AI technology for domain-specific challenges in Healthcare, Industry, Education, and Transportation to shorten time-to-market and optimize operations.

Legal profile

Entity: White Neuron Co., Ltd. | Established: 07/08/2023 | Tax code: 0110440758.

Legal representative

Legal representative: Mr. Nguyen Tu Anh - CTO.

Delivery capability

White Neuron mobilizes AI, Data, DevOps, and QA/QC specialists for domain-specific deployments.

2) VISDO Core Platform Overview

VISDO is not just a labeling tool. It is the central infrastructure for standardized AI data production. Built on Python, Django, TensorFlow, PyTorch, Docker, and PostgreSQL, the platform is designed for stability, scale, and measurable ROI in enterprise AI programs.

Pillar 1: AI Data & Labeling Center

Supports multimodal collection, storage, and labeling for image, video, and EEG signals.

Pillar 2: Project Operations & Governance

Real-time dashboards, worker management, role-based control, and strict QA/QC flow.

Pillar 3: Expandable Module Ecosystem

Flexible vertical add-ons running on one unified governance framework.

Superior Competitive Advantages (USPs)

Core capability Strategic impact
AI Auto-labeling Automatic Bounding box/Polygon suggestions, reducing manual labeling time by 70-80%.
Advanced multimodal processing Handles complex data such as EEG signals and frame-by-frame video workflows.
Hybrid deployment model Cloud for cost optimization or On-premise/Offline for strict internal control.
Enterprise security baseline Architecture aligned with HIPAA/ISO-grade governance expectations.

3) Delivery Capability Through Expandable Add-ons

Module Domain Demonstrated function Breakthrough outcomes
EEG CDAs (EGRAMS) Digital healthcare Automated EEG analysis for epilepsy diagnosis support. 45 to 4 minutes (about 90%), 94-98% accuracy target, HIS/PACS connectivity via DICOM/HL7.
Duck Labelling Agriculture High-frame video labeling for livestock behavior and health detection. AI threshold-based annotation suggestions with COCO/JSON export output.
Disk Waviness / Kizu Industry Optical disk surface analysis for micro-defect detection. Automated 60-500 um defect classification, pie-chart reports, ZIP package export.

4) Expert Assistant Solution - Sense Chat-bot Hub (Add-on)

RAG + Embedding architecture

Sense verifies responses against internal enterprise knowledge before answering, reducing hallucination risk.

Premium personalization

Multimodal understanding, 34 customizable themes, and cloud history sync across devices.

4-step deployment standard

Setup, Ingestion, Testing, and Go-live with real-time performance dashboard handover.

  1. 1
    Setup: Account initialization and website Iframe integration (15-30 minutes).
  2. 2
    Ingestion: Import and encode enterprise knowledge from PDF, Word, and Website assets.
  3. 3
    Testing: Internal QA and prompt tuning to shape domain behavior.
  4. 4
    Go-live: Official activation and operations dashboard handover.

5) Revenue Models and Strategic Pricing

5.1) SaaS Cloud model (recurring subscription)

Service package Target users Main features Expected pricing
Free Students/Researchers 1 project, 1GB storage, basic labeling features. Free
Pro Researchers/SMEs 50GB storage, AI Auto-labeling, full advanced toolset. 500k - 1,000k VND/month/User
Team Startups/Labs 5 users, worker management dashboard, QA/QC controls. 3,000k - 5,000k VND/month

5.2) Enterprise On-Premise model (perpetual license)

Package Benefits Price
Standard Full backend package, web admin, multimodal labeling tools, and role governance. ~100,000,000 VND
Professional Standard + customer AI API integration + frontend source code for UI customization. ~200,000,000 VND
Setup & Deployment One-time system initialization, infrastructure configuration, and operations handover. 20,000,000 VND (one-time)
Maintenance From year 2: security patches, periodic feature upgrades, and 24/7 technical support. 15% of license value/year

5.3) BPO outsourcing model (Data Labeling as a Service)

Item Details
Standard package quote 80,000,000 VND for 20,000 samples (collection, labeling, and verification).
Overage fee 6,000 VND per extra sample.
Delivered value VISDO dashboard quality control and XML/JSON-ready datasets for model training.

Pricing can be adjusted based on dataset volume, integration scope, and customization depth.

6) Security and Data Ownership Commitments

Absolute ownership

Customers retain 100% ownership of source data and conversation history.

Enterprise Tier API policy

Data is not collected by public AI models (for example, free-tier ChatGPT/Gemini) for retraining.

Isolated environments

Encrypted data is stored in separate partitions to prevent cross-tenant information leakage.

7) Contact

The White Neuron team is ready to support enterprises through assessment, deployment, and optimization of AI data operations across each growth stage.

Ready to partner on your enterprise AI transformation journey

White Neuron is committed to delivering smarter, faster, and more practical AI solutions for sustainable business growth.