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Seed Round · Confidential

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Seed Round · Confidential

Foundry

Forge the tools to compete with giants.

Accessible.Affordable.Simple.

OpenAI, Google, and Anthropic built for the elite.

Foundry is building for everyone else.

5 products. One mission. The underdog's armory.

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The Problem

The giants built AI
for themselves.

Everyone else is priced out.

Frontier LLMs cost $15–20 per million tokens. AI video tools demand $100+/mo subscriptions. Agentic infrastructure is enterprise-only. The technology exists — but access is gatekept by price and complexity.

$20/MtokSonnet 3.7 pricing — too costly for agents
$150/moTypical AI video generation subscription
100sSeconds per web action with computer use
The Mission

AI and agency for all.

We're not building incremental improvements to expensive tools. We're rebuilding the stack from scratch — for the people the giants forgot.

Accessible

No ML PhDs. No enterprise sales calls. Anyone can deploy AI that actually works — today.

Affordable

100x cheaper inference. Token economics that reward believers. The power of frontier AI at indie hacker prices.

Simple

Complexity is the enemy of adoption. Every Foundry product works out of the box — no config files, no PhD required.

We are the underdog's armory.

The Arsenal

Five weapons.

One mission.

Intelligence

Aiko LLM

Competes with Sonnet at 100x lower cost. Good enough for agent work.

Agency

Aiko Agent

An AI agent that's cheap and easy to use. No infrastructure headaches.

Internet

Unbrowse

Agentic direct access to any website. 100x faster. 90% cheaper.

Creative

Unreel

AI video agent. Affordable movie and short-form content creation for everyone.

Economics

David's Vault

Trades tokens and scalps back into FDRY — direct monetary value for believers.

Foundry products don't exist in isolation. They feed each other — and the FDRY token compounds them all.

Product 01 — Aiko LLM

Frontier intelligence.
100x lower cost.

Aiko LLM competes directly with Claude Sonnet — at a fraction of the price. Good enough for agent work means you can run 100 agents for the cost of one.

Frontier models today
GPT-4o$5/Mtok input
Claude Sonnet$3/Mtok input
Gemini 1.5 Pro$3.50/Mtok input
Aiko LLM
~$0.03
per million tokens
✓Good enough for 95% of agent tasks
✓Fast inference — built for agentic loops
✓No enterprise contracts, pay as you go

You don't need the smartest model. You need the one you can afford to run at scale.

Products 02–04

Three more weapons in the arsenal.

02

Aiko Agent

AI that acts, not just answers.

▸No-code agent deployment
▸Powered by Aiko LLM — runs cheaply at scale
▸Pre-built skills marketplace
▸Works with any MCP server

The agent anyone can run without a devops team.

03

Unbrowse

The internet for AI agents.

▸Direct API access to any website
▸100x faster than computer use
▸90% cheaper than existing solutions
▸4,793 npm installs in first month

Every website. Every agent. Zero friction.

04

Unreel

Affordable AI filmmaking for everyone.

▸AI video generation at indie hacker prices
▸Short-form and long-form content
▸No $150/mo Adobe subscription required
▸Agentic — describe it, render it

Hollywood tools. Developer pricing.

Product 05 — David's Vault

Bet on the underdog.
Win together.

David's Vault trades tokens and scalps profits back into FDRY — creating direct monetary value for everyone who believes in Foundry before the giants notice.

How it works
01
Vault trades tokens

Automated strategies capture market inefficiencies across crypto markets.

02
Profits scalped to FDRY

A portion of all gains are used to buy back FDRY — creating direct buy pressure.

03
FDRY holders win

Everyone who bet on Foundry sees the value of their conviction reflected on-chain.

The thesis

Open-source tools build adoption. FDRY makes adoption create wealth.

✓Products grow → more FDRY demand
✓Vault profits → direct FDRY buys
✓Believers compound with the ecosystem
✓Zero-sum giants vs. positive-sum Foundry
David beats Goliath. With compounding interest.
The Flywheel

Five products.
One compounding loop.

Every product Foundry ships feeds the others. Revenue from usage feeds David's Vault. Vault profits feed FDRY. FDRY funds more products. The underdog compounds.

01
Products Adopted
Low-cost tools spread virally
02
Revenue Grows
Usage-based, no enterprise gates
03
Vault Scalps FDRY
Profits flow back to believers
04
FDRY Appreciates
More capital → better products
compounds with every cycle
Products reinforce each other

Aiko LLM powers Aiko Agent. Unbrowse feeds Agent. Unreel runs on Aiko. Each product is also a distribution channel.

Token alignment

FDRY holders are also users and evangelists. Their success is tied to Foundry's success — creating organic growth.

Cost moat

Foundry products are structurally cheaper. When you're 100x lower cost, you don't need to compete on features — you just need to keep the lights on.

Traction

3 weeks since Unbrowse launched.
Already compounding.

Backed by
NUSFintech Lab
NVIDIA Inception Program
0
npm installs (30 days)
0
Installs last 7 days
v0.7
11 releases in 3 weeks
Feb 2
First public release

Unbrowse is just the start

Unbrowse → Agent demand

Every Unbrowse install creates organic demand for Aiko Agent as users want to automate more.

Cross-product growth
Open Source Gravity

MIT-licensed Unbrowse core drives developers in. Foundry monetises at the hosted layer.

Bottom-up adoption
FDRY Incentives

Token holders become product evangelists. Skin in the game drives word-of-mouth across the ecosystem.

Zero-CAC community
Market

Foundry sits at the intersection
of four massive markets.

$47B
AI agent market by 2030
Unbrowse + Aiko Agent
$200B+
Web data & API economy
Unbrowse
$35B
AI video market by 2028
Unreel
$3T+
Crypto trading volume (annual)
David's Vault

Horizontal platform, not vertical SaaS

Foundry doesn't compete in one market — it competes across all of them with a unified token that captures value from every product.

The underdog premium

Every major market being served by Foundry is currently dominated by overpriced, inaccessible incumbents. Foundry wins by being 10x cheaper.

Token as network glue

FDRY connects all five markets. Revenue in any product can flow to any holder. The ecosystem is worth more than the sum of its parts.

The Team

Building Foundry
before the giants noticed.

Building with LLMs before ChatGPT. Reverse-engineering browser APIs before “agents” was a category. Shipping products the incumbents said were too cheap to build.

Lewis Tham

Lewis Tham

Founder & CEO, Foundry

▸Building with LLMs before ChatGPT was a thing
▸Created Unbrowse before “agents” was a coined term
▸NUS Computing — full-stack builder, 5 products shipped
Regular speakerAI Tinkerers
Backed by
NUSFintech Lab
NVIDIA Inception Program
The Ask

Seed Round
$3M

To forge the full arsenal.

35%
Engineering
25%
Growth
25%
Infra
15%
Vault seed capital
NOW
Unbrowse + Aiko LLM
NEAR
Aiko Agent + Unreel
MID
David's Vault live
LONG
Full FDRY ecosystem

OpenAI, Google, and Anthropic forged tools for the giants.
Foundry forges tools for everyone else.

getfoundry.applewis@getfoundry.app
Seed Round · Confidential