PromptX

AI Agent Context Platform for Industries

3K+

GitHub Stars

50K+

Downloads

2K+

Private Community

Making Professional AI Accessible to Everyone
From 0 to 3,000 GitHub stars in 5 months. Proven community-driven GTM with zero marketing budget.

Three Critical AI Adoption Barriers

Why 95% of enterprises struggle with AI implementation

⚠️

High Technical Threshold

AI confined to programmers. 95% of employees can't leverage AI technology.

Only 15% of tech workforce can use AI effectively

🔧

Industry Adaptation Gap

Generic AI tools fail for professional work requiring domain expertise.

No standardized industry AI solutions

📊

Knowledge Fragmentation

Critical data scattered across systems, creating coordination nightmares.

High coordination costs, long cycles, low success rate

PromptX Solution: Three Breakthroughs

Transforming any AI into domain experts instantly

🧠

Cognitive Memory System

Bio-inspired brain-like memory. Continuous learning and optimization through recall-remember loops.

Builds expertise over time

⚡

Nuwa Role Creation

Create professional AI roles with one sentence. "Legal research assistant", "Curriculum designer" - instant configuration.

Ready in minutes, not months

🔌

Luban Tool Integration

One-click AI tool generation. Seamlessly connects enterprise systems.

Enterprise-grade integration

90%

Lower Barrier

Reduced complexity

300%

Efficiency Gain

Productivity boost

5+

Ready Roles

Industry experts

∞

Scalability

Ecosystem advantage

Technology Solutions

Four core technologies powering PromptX

🧠

Cognitive Architecture

Bio-inspired semantic network with active recall system. Mimics human brain memory formation through recall-remember loops, enabling continuous learning and expertise building.

⚡

DPML Protocol

Structured Prompt Definition Markup Language. Industry-first standard for defining AI roles with structured metadata, enabling consistent, reusable, and scalable role creation.

🎯

Dynamic Role Generation

Automated professional role creation engine. One-sentence prompt generates fully-configured domain experts with industry-specific knowledge and workflows.

☁️

Flexible Deployment

On-premise deployment for data sovereignty + instant cloud service for speed. Choose deployment model that meets your security, compliance, and operational requirements.

4

Core Technologies

Proprietary innovations

100%

Independent IP

Self-developed stack

Cloud

& On-Premise

Deployment flexibility

Market Opportunity

Trillion-dollar AI enterprise software market

$150B+

Global AI Enterprise Market

25% annual growth

$500M

GBA + Hong Kong

50,000+ enterprises

60-80

Year 1 Target Customers

0.1% penetration

5

High-Value Verticals

Ready for AI adoption

Target Segments

⚖️

Legal Services

Contract analysis, legal research, compliance automation

$50B market

🎓

Education Technology

Curriculum design, personalized learning, assessment tools

$300B sector

💼

Enterprise Consulting

Market research, business analysis, strategic planning

$250B professional services

✍️

Content Creation

Brand copywriting, multimedia planning, SEO optimization

$400B creative economy

Sources: Gartner, IDC, McKinsey reports

Competitive Advantage

Two core differentiators: EASY & PROFESSIONAL

⚡

EASY - Extremely Simple to Use

One-sentence prompt creates professional AI roles. No technical expertise required. Get started in minutes, not months.

🎯

PROFESSIONAL - Industry-Grade AI

Not generic chatbots - deeply customized roles for real business scenarios. Trained on actual industry workflows and best practices.

🧠

Cognitive Memory System

Unique semantic network enables TRUE learning and adaptation - accumulates expertise over time

🌐

Flexible Deployment

Cloud SaaS AND on-premise options - unmatched data sovereignty and compliance for enterprises

🔓

Open Ecosystem

Role Marketplace creates network effects - more roles = greater platform value for everyone

10x

More Useful

than generic AI

70%

Cost Savings

vs building in-house

0

Compliance Risk

Data sovereignty guaranteed

Business Model

Dual License framework with sustainable growth

💚 Community Edition

Free & Open Source

✓ Core framework
✓ Community support
✓ Developer ecosystem
✓ Market awareness

Building ecosystem moat

💎 Enterprise Edition

Annual License

✓ Advanced features
✓ Enterprise support
✓ SLA guarantees
✓ Custom development

Primary revenue driver

☁️ Cloud Marketplace

Monthly Subscription

✓ Pre-built industry roles
✓ Self-service platform
✓ Role customization
✓ Managed services

Scalable recurring revenue

70%

Recurring Revenue

SaaS & subscriptions

20%

Custom Development

High-margin projects

10%

Professional Services

Consulting & training

85%

Target Gross Margin

Software business model

Go-to-Market Strategy

Four-channel approach to market domination

🏢

Direct Enterprise Sales

Focus on 50-500 employee companies in legal, education, consulting sectors.

High-value enterprise deals

🤝

Strategic Partnerships

Integrate with LLM providers, cloud platforms, enterprise software vendors.

Ecosystem leverage

👥

Open Source Community

Developer-led growth through GitHub, hackathons, contribution programs.

3,000+ GitHub stars

🛒

Role Marketplace

Self-service cloud platform for SMEs with freemium model.

Viral growth potential

Geographic Expansion

Phase 1: Foundation

Hong Kong + Greater Bay Area

Phase 2: Regional

Southeast Asia

Phase 3: Global

International Markets

Open Source Community Driven Model

5 months of proven success in Mainland China (Jun-Nov 2025)

🏆

WayToAGI - 1st Place

Chengdu & Guangzhou Meetups. Both events ranked #1 by audience vote.

Aug 31, 2025

💡

Hackathon Winner

Changsha Way2AGI Hackathon. Travel itinerary agent won 1st place.

Oct 24, 2025

🎤

Nanjing Cursor Meetup

Official meetup featured PromptX. Recognized by local government.

Aug 9, 2025

🌐

Entrepreneur Ecosystem

GFC Global Freelancer Carnival (Chengdu). Expanded influence.

Oct 24-25, 2025

Key Takeaway: Proven Community-Driven GTM

Zero marketing budget, maximum reach. Our open-source community model has proven highly effective in China, building a 50K+ user base through grassroots engagement, industry meetups, and real-world success stories.

World-Class Team

Academic excellence meets entrepreneurial execution

Solution & Application

HU XIAO

HK PolyU

Full Stack Solution Expert

Data & AI

Dr. Wang Maolin

CityUHK

LLM & ML Expert

Core Development & Operation

Jiang Shan

South-Central Minzu University

Full Stack Engineer & Agent Expert

Marketing

Qing-He Yang

Tamkang University

Marketing strategy expert, brand builder

Advisory Board - CityUHK

Dr. Huang Jiaglin

CEO, Predicx Technology

CityUHK | Industry veteran

Prof. Zhao Xiangyu

Associate Professor, CityUHK Data Science

CityUHK | Academic mentor

Three-Year Milestones

Clear roadmap with measurable success metrics

Year 1

Foundation

✓ MVP launch & validation
✓ 60-80 paying customers
✓ Enterprise Edition development
✓ Cloud Role Marketplace beta
✓ Team: 15-20 people

ARR: $500K

Year 2

Traction

✓ 200-300 customers
✓ Marketplace: 25-30 roles
✓ Southeast Asia expansion
✓ Series A funding
✓ Team: 40-50 people

ARR: $3.5M

Year 3

Scale

✓ 500+ enterprise customers
✓ Industry leadership position
✓ Global markets
✓ Platform ecosystem maturity
✓ Team: 80-100 people

ARR: $10M

Revenue Forecast

Conservative projections, exceptional growth

$500K

Year 1 ARR

First revenue validation

$3.5M

Year 2 ARR

7x growth

$10M

Year 3 ARR

Market leadership

170%

YoY Growth

85%

Gross Margin

120%

NRR

$8K

Average ACV

Thank You

Questions & Answers

PromptX

Making Professional AI Accessible to Everyone