Winn Miller Group is a full-stack agentic incubator.

The most creative incubator ever fathomed.

You have the dream. We have the engine.

Bridging frontier tech industries through empathy and relationships.

Strategy, product, engineering, narrative, launch, and the rooms, from one in-house team run on agents. The software factory ships production code every hour, and the story and the launch get built with the product.

04 / 08 Ship

console demo run cycle 01 beat 0005 06 / 08 Ship
  1. 00:00:00.000enginebeat 0000: station 01 strategy

01The thesis

Technology is abundant. Belief is not.

Frontier tech doesn't fail on technology. It fails on belief. Code, models and ideas get cheaper every quarter. What stays scarce is a team people trust and a story the market believes.

Getting cheaper

  • Code
  • Models
  • Ideas

Still scarce

  • Trust
  • Taste
  • The room

02How it works

One engine. Eight stations. Ships every hour.

Strategy first. One conversation turns the idea into a build plan, agents build it and ship it every hour, and the story, the stage and the rooms get built with it. What ships comes back, and the engine gets faster every run.

KPI

the compression of time between thought and output.

demo run beat 0005 cycle 01 04 ship
  1. 01

    Strategy

    What to build, for whom, why now.

    What to build, for whom, and why now. Positioning before code.

  2. 02

    Idea to blueprint

    One conversation becomes a build plan.

    One conversation turns the idea into a build plan: scope, users, the first release. It can run from call transcripts.

  3. 03

    Build

    Built against the plan and the tests.

    Agents build against the plan, with the tests as the contract.

  4. 04

    Ship

    Production code, every hour.

    Production code ships every hour, to staging and then to production.

  5. 05

    Narrative

    The story, written with the product.

    The story gets written alongside the product, not after it, in the founder's voice.

  6. 06

    Launch

    Main stages, media, Hollywood.

    The stage: main-program slots at the conferences that matter, the media, Hollywood through CAA.

  7. 07

    Rooms

    Exchanges, Asia, the people who decide.

    Exchanges, Korea and Southeast Asia, the people who decide. No fee. No positions. Just the room.

  8. 08

    Compound

    What ships comes back.

    What ships comes back to the top, and the skills that did the work get rewritten. Every venture makes the next one faster.

03What we do

One team. Three lines.

Winn builds the machine. Miller makes the world care. When we build, we build as co-founders, with our own equity and conviction on the line.

IncubateHeadline line

We build it, for equity.

You bring the dream. We bring the full stack: product, engineering, narrative, launch. A working company in weeks, with the story built alongside it. You keep the majority. A few ventures a year, referral only.

TokenRoast is a Winn Miller Group production.

Consult

We advise it.

Product vision, go-to-market, the agent stack, strategy, and the narrative when things go sideways. We advise, then we build what was decided.

Open the room

We make the introduction.

Main stages, exchanges, Hollywood through CAA, Korea and Southeast Asia. No fee. No positions. Just the room.

04Projects

Three projects. One studio.

Where we have been, and the three companies in the engine now.

Where we've been

Spree FinanceSuccessful exit
Spree FinanceExit

Advised from day one. Acquired by Universal Media Group.

A successful exit. We worked with the same founding team across two companies, from the first product to the acquisition.

  1. OneOfFirst run with the founding team: strategy, growth, community.
  2. Spree FinanceSecond run, advised from founding: brand, growth, go-to-market.
  3. Universal Media GroupAcquired. A successful exit.
  • Magic Newton

    Magic Newton

    Listed
    • Korea go-to-market, end to end.
    • Carried through to a listing on Upbit, Korea's largest exchange.
    • The narrative held through launch, including a crisis week.
  • TokenRoastTokenRoast

    TokenRoast

    Franchise
    • The Roast of Justin Sun, TOKEN2049 main program, Singapore.
    • Standing room only, with overflow into the hallway.
    • Edition II booked for TOKEN2049 Singapore, October 2026.
  • Anchorage Digital

    Anchorage Digital

    Current
    • Brand narrative for a federally chartered digital-asset bank.
    • The CEO voice program.
    • Agentic go-to-market, rolled out inside the team.
  • 3Commas

    Campaign
    • PR and advisory.
    • A celebrity video campaign with T.J. Miller.
    • Community and support operations.
  • Injective

    Injective

    Summit
    • Event marketing and talent for the Injective Summit in New York.
    • CoinDesk Live on site, with a CoinDesk TV slot.
    • A room nobody buys a ticket into.
  • TaxBit

    TaxBit

    Founding stage
    • Sales enablement and sales operations.
    • PR and marketing from the founding stage.
    • Built the go-to-market while the category was still forming.

What we're building

  1. DogeOS
    Project 01In the engine

    DogeOS

    The home of the doge economy: trade, earn, play, spend and build on Dogecoin.

    Studio

    Narrative, a celebrity talent partnership through CAA, and the rooms in Korea and Singapore.

  2. Williams Cancer Institute
    Project 02In the engine

    Williams Cancer Institute

    Pioneers in intratumoral immunotherapy since 2003. Beverly Hills and Mexico City.

    Studio

    The clinical companion: the patient's data layer between visits, with the doctor in the loop. Plus the website, the content, the PR and the CRM.

  3. Project 03In selection

    Project three: AI

    In selection.

    Studio

    Chosen with a buyer in view before the build starts.

05The team

Three people, one engine.

Jarred Winn

The strategist behind it

Jarred Winn

Strategy, narrative, go-to-market, the agent stack, and the rooms in blockchain and Asia. Former senior vice president at Binance. Founder of Winn.solutions.

T.J. Miller

The face and the door

T.J. Miller

The face and the stage. Hollywood access through CAA. Roast Master of TokenRoast, the best-received session at TOKEN2049 2025.

Also Deadpool, Deadpool 2, Cloverfield, Big Hero 6, How to Train Your Dragon, Transformers: Age of Extinction, Ready Player One, Office Christmas Party.

All 26 feature films
  • 2008CloverfieldHud
  • 2009The Goods: Live Hard, Sell HardCessna Jim
  • 2009ExtractRory
  • 2010She's Out of My LeagueStainer
  • 2010Get Him to the GreekBrian
  • 2010How to Train Your DragonTuffnut Thorston (voice)
  • 2010UnstoppableGilleece
  • 2010Yogi BearRanger Jones
  • 2010Gulliver's TravelsDan Quint
  • 2011Our Idiot BrotherBilly Orwin
  • 2012Rock of AgesRolling Stone receptionist
  • 2012Seeking a Friend for the End of the WorldDarcy
  • 2014How to Train Your Dragon 2Tuffnut Thorston (voice)
  • 2014Transformers: Age of ExtinctionLucas Flannery
  • 2014Big Hero 6Fred (voice)
  • 2014Search PartyJason
  • 2015Hell and BackAugie (voice)
  • 2016DeadpoolWeasel
  • 2016Office Christmas PartyClay Vanstone
  • 2017Goon: Last of the EnforcersChad Bailey
  • 2017The Emoji MovieGene (voice)
  • 2018Ready Player Onei-R0k
  • 2018Deadpool 2Weasel
  • 2019How to Train Your Dragon: The Hidden WorldTuffnut Thorston (voice)
  • 2020UnderwaterPaul Abel
  • 2020The Stand-InLouis
Carter Razink

The software factory

Carter Razink

Runs the software factory, the engineering engine that rewrites its own skills and ships production code every hour. His team of four produced sixteen times baseline; a control team of eighteen produced two and a half times.

06Vs the status quo

What changes when the team is an engine.

The usual way is to hire a team, then an agency, then PR, one after the other, and absorb all of it in months and equity. The engine does that work as one team, in parallel, in weeks.

Status quoWMGBars run at relative speed. Illustrative.

Team to a working prototype
Status quo: Ten to eighteen engineers plus an agency
WMG: Four core, plus agents
Time to a working prototype
Status quo: Six to twelve months
WMG: Six to eight weeks, after three to four weeks of setup
The stack
Status quo: Strategy, engineering, agency and PR bought from separate vendors
WMG: One team, full stack, run on agents
Narrative and launch
Status quo: Bought separately, after the product
WMG: Built alongside the product, launched on a main stage
Founder's equity after the prototype
Status quo: Diluted before the product exists
WMG: Majority retained. WMG's equity is the build
Learning
Status quo: Lost with staff turnover
WMG: Encoded in the engine. Every venture makes the next one faster

07Clients

Our clients.

Companies we have built with, and the stages we have put them on.

  • Binance
  • Anchorage Digital
  • Spree Finance / OneOf
  • Magic Labs
  • TokenRoast
  • Injective
  • Republic
  • Draper Dragon
  • 0G Labs
  • 3Commas
  • IoTeX
  • Movement Labs
  • TaxBit
  • TOKEN2049
  • CAA
  • CoinDesk
  • Consensus

08Questions

Straight answers.

What is Winn Miller Group?

A venture studio for frontier technology. We build companies with founders who have the idea and the authority but not the team: strategy, product, story, launch, and the rooms that decide. Jarred Winn and T.J. Miller, with a software engine behind them.

Why you?

Because the gap is belief, not technology. Jarred has spent ten years building go-to-market in blockchain and AI, including as a senior vice president at Binance. T.J. brings the stage and the audience. The engine ships in weeks what used to take a year.

How do you get paid?

When we build a company, we take equity for the build and the founder keeps the majority. The build itself is billed to the company. Introductions carry no fee.

What do you take on?

A few ventures a year, by referral. A founder with the credential and no team. A category that is already proven. A path to an audience or the room from day one. Something the engine can ship in weeks.

Do you work with established companies?

Yes. The consulting line puts the same team and engine inside companies that already exist: product, go-to-market, agentic infrastructure, and the narrative when things go sideways.

09A way in

Bring an idea.

Three fields. We take a few ventures a year, by referral, so say who sent you.

Read by Jarred Winn and T.J. Miller.