Vertical AI Incubator · Sydney, Australia

You build the AI.
We build everything
around it.

Compute. Capital. Fractional leadership. Go-to-market. Everything an AI founder needs to go from idea to revenue.

Talk to Us See what we're building ↓
Sunny Manly Beach, Sydney Northern Beaches

THE EVOLUTION

From DeFi Tokens to AI Tokens

Tokenomik started in Manly where all frontier technology originates, the silicon valley of Australia. We backed 50+ ventures in the blockchain economy — deploying capital, building go-to-market, and scaling technology companies from zero.

Then the world changed. The token economy evolved into the AI economy. The builders we back shifted from protocol engineers to AI founders.

Today, Tokenomik is a vertical AI incubator. We provide the full stack — compute infrastructure, fractional C-suite leadership, capital, and go-to-market — so AI founders can ship faster and scale smarter. We've done this across 50+ ventures.

50+Ventures funded
10MWPhase 1 GPU capacity
45+AI agent systems shipped

WHAT WE DO

Three ways we walk beside you

Every AI founder faces the same three gaps: technical depth, commercial strategy, and capital. We close all three — not as advisors watching from the sidelines, but as operators in the arena with you.

AI Incubation

You have the AI insight. We bring the architecture, security model, scalability plan, and production-grade engineering to turn it into a product enterprises will buy. Our fractional CTO has shipped 45+ AI agent systems.

  • Fractional CTO embedded in your build cycle
  • AI agent architecture and LLM integration design
  • Enterprise-grade security and compliance scaffolding
  • Agent Development Studio tooling
  • Preferential access to TMK's GPU compute

Capital & C-Suite

Capital is table stakes. What AI founders actually need is experienced operators — our team have held senior roles at the likes of Goldman Sachs, Macquarie, Telstra, Cisco, Seek and Thales — who'll invest their time, not just their money.

  • Fractional CMO and CRO (GTM, pipeline, channels)
  • Board-level strategic guidance
  • Access to LP network in traditional finance

Go-to-Market & Scale

The graveyard of AI startups is full of brilliant technology that never found a customer. TMK's GTM engine is purpose-built for AI products selling into enterprise. We help you find and close your first deals.

  • ICP definition and market positioning
  • Enterprise sales playbook and collateral
  • Pricing and packaging strategy
  • Full suite of agentic business operators
  • Commercial launch support and first-deal execution

WHY FOUNDERS WANT TO WORK WITH US

Portfolio powered by the latest Agentic AI Innovations

We don't just invest in Agentic AI — we build and run on it.

Every startup we back gets access to TMK's suite of agentic business operators — AI agents purpose-built to run the functions that early-stage companies can't afford to staff. The result: portfolio companies operate at the efficiency of a 50-person company with a team of 5.

CMO Agent
Brand strategy, positioning, campaign architecture
SDR Agent
Outbound prospecting, personalised sequences, meeting booking
Competitive Intel
Market monitoring, battle cards, landscape analysis
Content Agent
Thought leadership, social content, founder storytelling
Brand Voice
Tone governance, copy review, style consistency
Analytics Agent
Campaign measurement, attribution, performance reporting
Compliance Agent
Regulatory scanning, policy review, risk flagging
GTM Strategist
ICP refinement, channel strategy, pricing models

THE TEAM

Operators, not observers

We don't advise from the sidelines. We embed. Our team brings institutional pedigree and startup scars — the combination that actually helps founders win.

MS
Michael Swan
Founder & Managing Partner
Capital Raise & Corporate Advisory
Ex-Goldman Sachs · Ex-Macquarie

From Goldman Sachs to GPU. Michael structured capital for traditional finance, then pivoted to frontier technology. He leads TMK's investment strategy, fundraising, and corporate governance — bringing bulge-bracket rigour to founder-stage AI companies.

MD
Mike Doria
Managing Partner
GTM, Enterprise Strategy & AI Product Commercialisation
Ex-Cisco · Ex-Telstra · Ex-DXC

Enterprise sales and AI go-to-market execution. Mike builds the commercial engine that turns great technology into revenue — from positioning to pipeline to closed-won. Deep experience in data centre infrastructure and AI-powered computing.

SK
Simon Kaufmann
Head of Innovation & AI
AI Architecture & Agent Systems
45+ AI Agent Systems Shipped · Full-Stack Engineering · LLM Integration

The technical bridge between vision and production. Simon pair-builds with founders, designs agent architectures, and ships AI products that work at enterprise scale. Not a consultant — an engineer who codes.

BUILDING NOW

What we're building

These are the companies we're actively incubating — backed by TMK capital, built on TMK compute, and scaling through our go-to-market engine.

Active Incubation
Governance infrastructure for AI agents

Murfee verifies and governs every machine-initiated action before it reaches core enterprise systems or payment rails — sub-150ms, PCI DSS 4.0 compliant.

murfeeai.travel →
Active Incubation
Digital Governance Intelligence - AI for Financial Services

Real-time governance layer for enterprise AI decisions. Mandate enforcement, approval workflows, and compliance audit trails for regulated industries.

www.ekim.ai ↗
Coming Soon
The thinnest layer. The biggest yield.

A GPU orchestration layer that squeezes every last cycle of I/O from every GPU it touches — targeting 3–6× returns over standard rental models. The base layer of the agentic economy, enabling agents to autonomously trade, buy, and sell compute, products, and services via smart contracts and micro-transactions.

OUR TRACK RECORD

50+ ventures. One network.

Before AI incubation, TMK built its reputation as a blockchain and digital asset investor. The experience, the network, and the operator mindset carry forward.

SubQueryIXSwapReSource NetworkGainsModaDAODopamineColizeumCirus FoundationPAC BlockchainSavageORE NetworkWallfairMarnotaurArcade.NetworkSin CityDeFi RatingProject SeedHypersignUniFarmEQIFIXFAIUnido

OUR INFRASTRUCTURE

We didn't just advise founders to "get compute." We built it.

Australia's first vertically integrated AI factory. We own the solar energy, the data centre facility, and the NVIDIA GPU fleet — in Ararat, Victoria.

Every portfolio company gets preferential access to sovereign, renewable-powered GPU compute at a fraction of hyperscaler pricing.

10 MW
Phase 1 Capacity
B200/B300
NVIDIA DGX Architecture
100%
Solar + BESS Powered
Get in Touch →

FOR FOUNDERS

Are you building the future of Agentic AI or AI Infrastructure?

If you are and want help getting there quickly — with compute, capital, fractional C-suite leadership, and go-to-market support — we'd love to hear from you.

Thanks! We'll be in touch soon.

GET IN TOUCH

Ready to build?

If you're an AI founder with a product that needs compute, capital, and a path to market — we'd like to hear from you.

Talk to Us

Or email us at michael@tokenomik.com