AI + SaaS Incubator / Development Studio
Toxic AI Labs flask

Where bold ideas get
built, not just brainstormed.

We take concepts from zero to cash-flow-positive businesses — engineered from day one for scale, and built to be worth acquiring. Founders and builders. Experienced operators shipping enduring companies.

0 → $$$
Zero to cash-flow
6
Ventures in the flask
100%
Built to be acquired
Experiments running
SHIP FASTENGINEERED FOR SCALECASH-FLOW POSITIVEBUILT TO ACQUIREZERO TO ONEOPERATORS NOT SPECTATORSAI NATIVENO VAPORWARESHIP FASTENGINEERED FOR SCALECASH-FLOW POSITIVEBUILT TO ACQUIREZERO TO ONEOPERATORS NOT SPECTATORSAI NATIVENO VAPORWARE

The method

An idea goes in. A real business comes out.

We're not a think tank. We're a working lab. Here's the reaction we run on every concept that lands on the bench.

  1. 01 / HYPOTHESIZE

    Find the reaction

    We hunt for painful, real problems where AI creates unfair leverage. No fluff, no science projects — only ideas with a clear path to revenue.

  2. 02 / BUILD

    Ship the compound

    Experienced operators and engineers build the product for real, from day one. Architected for scale before the first user ever logs in.

  3. 03 / SCALE

    Trigger the chain

    We push to cash-flow-positive fast, then pour fuel on what works. Distribution, pricing, retention — the boring stuff done ruthlessly well.

  4. 04 / EXIT

    Bottle it up

    Every company is engineered to be worth acquiring — clean, durable, and self-sustaining. Built to outlast the hype cycle.

Specimen shelf

Companies out of the lab.

A slice of what we've incubated and built. Real products, real customers, real revenue.

OptiField

FSM / Agentic AI

Scaling

Agentic AI for Field Service Management. Let AI run your back-office and dispatch.

Fill level78%

Bookluxe

Scheduling / Payments

Early revenue

Scheduling software built for salons and spas that keeps calendars full and no-shows low.

Fill level48%

Founder Dashboard

AI Analytics / Reporting

Cash-flow positive

AI powered dashboards that answer the question behind the number.

Fill level92%

Integrater

FinTech / AI Payments

Scaling

AI native surcharging platform that automates card brand, state and GAAP compliance.

Fill level72%

Currently on the bench

Cool things bubbling in the lab.

Half-baked, mostly-working, occasionally-explosive. These are the experiments we can talk about.

EXP-118Stable

Voice agents that actually close

Outbound AI reps that book meetings and never sound like robots. Currently 3x-ing on cold lists.

EXP-204Volatile

Self-writing SaaS onboarding

The app watches how power users win, then rebuilds onboarding for everyone else. Spooky good.

EXP-231Exothermic

Margin autopilot

An agent that renegotiates vendor costs and reprices plans while the founder sleeps.

EXP-256Bubbling

The idea centrifuge

We feed it a market, it spins out 50 validated wedge products ranked by time-to-revenue.

Manifesto

We are founders and builders. Not spectators. We've launched, scaled, and sold real companies — and we're in the lab to do it again, faster.

Operators, not advisors

We build alongside, in the code and in the market. Skin in the game on every venture.

Enduring over hype

We build companies designed to last and worth acquiring — never demos designed to raise.

Bias to shipping

Bold ideas mean nothing on a whiteboard. We put them in front of real customers, fast.

Got a bold idea? Bring it to the bench.

We partner with founders and operators to build the next one.

Start a reaction