Pre-Seed · 2026

democra.ai

Your Skills. Your Sovereignty.

Your expertise as protected digital assets — usable but never exposed, owned by you.

TS
Tao Shen CEO
tao.shen@democra.ai · @tao_shen_
The Problem

Expert Skills Are Being Harvested at Scale

$0
returned to 100K+ creators whose Skills power today's AI agent platforms.
01
Expert Creates Skill
Workflows, prompts, decision logic
02
Published Free on Platforms
100K+ Skills on GitHub, zero compensation
03
AI Absorbs Your Expertise
Skills are the new training data
04
Expert Becomes Replaceable
57% of work already automatable
100K+
Skills published free on GitHub & agent platforms
$0
Returned to the creators who made them
375M
Workers must change careers by 2030 — McKinsey
Skills = Startups

Every Skill solves a real need — it's a business in a box. Through democra.ai, anyone can become an entrepreneur by packaging expertise into Skills and earning from what they know best.

The Solution

Own Your Expertise, Forever

democra.ai is a data-sovereign marketplace where human expertise is packaged into AI agents — usable but never exposed, owned by creators, not platforms.

Skill-Powered Agents
Your expertise is wrapped into agents. Users get task outcomes — never the underlying knowledge.
Zero-Knowledge Platform
The platform facilitates matching, execution, and settlement — it never owns or learns your skills.
Full Data Sovereignty
Control who uses your skills, set pricing, revoke access anytime. Your rules, your revenue.
LLMs
General Intelligence
Agents
Task Execution & Orchestration
Skills ★
User-owned decision logic
↑ We protect and monetize this layer
How skills stay protected
Request
Skill (sealed)
Result only
Market Size

A $500B+ Opportunity

TAM $500B+ AI Agents + Knowledge Economy SAM $80B Skill Marketplace + Agent Toolchain SOM $5B Initial Verticals We start here
45.8% CAGR
AI Agent Market CAGR
$5.1B 2024 $50.3B by 2030
Grand View Research, 2025
$529B by 2030
Creator Economy by 2030
$205B 2024 $529B 22.5% CAGR
Grand View Research, 2024
38.7% CAGR
Data Privacy Software CAGR
$4B 2024 $45.7B by 2032
SAC Insight, 2024
100K+ AI Skills already published on GitHub with zero creator compensation, 85M talent shortage by 2030, 84% of developers already using AI tools — the demand for protected, monetizable skills is exploding.
Product

How It Works

1
Package
Encapsulate tacit knowledge as a Skill
2
List
Publish with sovereignty controls
3
Discover
Agents find the right skills
4
Execute
Runs in secure environment
5
Earn
Revenue + full ownership
User

Skill Building Studio

Create skills from professional files, projects, or AI conversations

Skill Marketplace

Decentralized frontend — listed, discovered, traded

AI Agent

Trusted Execution Environment

Sandboxed TEE — agents get results only

On-Chain Skill Rights

Ownership & royalties via smart contracts

⬡ Web3 Infrastructure Layer
On-Chain Ownership
Smart Contract Settlement
Immutable Provenance
Decentralized Identity
Traction

Early Momentum

Validated the problem, built the product, and launched viral campaigns to prove market demand.

Development Timeline
Q4 2025
Market Research
Expert interviews, competitive analysis, architecture design
Q1 2026
AIR Campaign Launch
AI Replacement Risk Calculator — raised privacy awareness and validated market anxiety
Q1–Q2 2026 — Now
Building MVP
Core Skill packaging engine, sovereign execution PoC, platform prototype
Q3 2026
Closed Beta
First experts onboarded, marketplace matching live
Q4 2026
Public Launch
Open marketplace, token incentives, 1,000+ users target
Why Now
Signal 01
100K+ Skills on GitHub
Massive volume of expert skills freely published on GitHub and agent platforms — with zero creator compensation.
Signal 02
LLMs Are Absorbing Skills Now
Foundation models are actively training on expert-created skills and workflows — the window to establish ownership is closing fast.
Signal 03
Peak AI Replacement Anxiety
Industry-wide fear of being replaced by AI is at an all-time high — professionals urgently need tools to protect their expertise.
Privacy Awareness Campaign
AIR — AI Replacement Risk Calculator
A tool to raise awareness about AI privacy risks — shows how easily your professional skills can be replicated, urging knowledge workers to protect their expertise.
Team

Built by AI Researchers,
for Knowledge Workers

TS
Tao Shen
Founder & CEO

Zhejiang University PhD candidate in AI & Distributed Systems. 5+ years of research in ML, federated learning, and privacy-preserving computation. Deep understanding of AI democratization challenges.

ZZ
Ziyu Zhao
Co-founder & CTO

Zhejiang University PhD (Chu Kochen Honors College). Research on modular LLM training, Mixture-of-Experts, agents & causal inference. Production experience at ByteDance, Alibaba & NetEase deploying large-scale AI systems.

DZ
Didi Zhu
Co-founder & CPO

Postdoc at Imperial College London, PhD from Zhejiang University. Expert in multimodal LLMs, vision-language alignment, and RL for foundation models. Core contributor to the LLaVA-OneVision-1.5-RL open-source framework.

Key Hires Planned
Full-Stack Engineer
Blockchain Lead
Community Lead
Competition

Competitive Landscape

Skill-as-asset is emerging across AI and Web3 — but no one combines bidirectional privacy, decentralized ownership, and a unified market for both AI and human skills.

Creator IP Protection × Decentralization
As of February 2026
Centralized → Decentralized / Web3 Low Creator IP Protection → High Creator IP Protection Protected but centralized Target zone: sovereign + decentralized Traditional platforms Decentralized, low IP protection democra.ai OpenAI · Anthropic · Google Foundation models (complementary) Upwork · Fiverr No IP protection, manual delivery SkillMarket.space Web3-only, requires crypto wallet
SkillMarket.space
Web3-only audience, requires crypto wallet — we serve all users, zero barrier to entry
Upwork · Fiverr
Manual delivery, zero IP protection, no AI integration
OpenAI · Anthropic · Google
Foundation model providers — complementary, expand our addressable market
Why democra.ai Wins
Bidirectional privacy — seller logic & buyer data both protected, only results delivered
On-chain sovereignty — pricing, revocation, ownership stay with creators
AI + Human unified — one marketplace, model-agnostic, no lock-in
Financials

Revenue Model & Projections

Revenue Streams
40%
Transaction Fees
5-15% commission per skill usage
25%
Premium Subscriptions
Advanced analytics, priority matching
20%
Enterprise API / SDK
Licensing for enterprise integrations
15%
Sovereign Execution Fees
Secure compute environment usage
3-Year Projections
Year 1 Year 2 Year 3
Users 1,000 15,000 100,000
Skills Listed 200 5,000 50,000
GMV$500K$8M$80M
Revenue $50K $1.2M $12M
5x+
Target LTV / CAC — near-zero marginal cost per transaction
85%+
Target gross margin — software-only platform model
10%
Blended take rate — competitive for creator platforms
18 mo
Target path to breakeven — lean team, low burn
Investment

Pre-Seed Round

Use of Funds

60%
Product Development
25%
Team Expansion
10%
Operations
5%
Legal & Compliance

Milestones

3 Months
MVP Launch — First Skills listed, core marketplace live
6 Months
1,000 Users — Vertical communities in research, legal, medical
12 Months
Seed Round — PMF proven, scaling team & expansion
Let's reclaim skill sovereignty in the age of AI

We're looking for investors who believe the knowledge economy should remain in the hands of its creators.