Web3 × AI engineering

We build at the intersection of AI and web3.

Smart contracts, AI products, and the products where they meet. We work with founders shipping protocols, dApps, and on-chain consumer products — and we run our own retention engine, used inside web3 wallets in production.

Working with teams from
Venom United Network Asterium Alters AI

Our product · In pilot

The retention engine for web3 wallets.

Wallets lose users not because the product is bad, but because users don't know what to do next. Pass us a wallet address — we return personalised, plain-language suggestions for what idle balances could be doing. Drop them straight into your app.

API integration in days White-labelled output Public on-chain data only
Talk to us about integration
USDC$12,400 · idle 47d
ETH2.84 · staked
stETH0.92 · earning 3.1%
DAI$3,800 · idle 21d
→ Suggestion Your $16.2k in idle stables could earn ~5.4% on Aave. Two transactions, takes a minute.

Track record

Hundreds of millions handled
35 products shipped
Reliable delivery
Building since 2016
01 / Services

What we build.

Frontier AI × web3

Retention & recommendations for wallets

The same engine we run as a product, custom-built and integrated into your wallet or consumer crypto app. Pass us a wallet address — we return personal, plain-language recommendations based on user balances and behaviour. Public on-chain data only.

From $50k4–10 weeks

On-device intent SDK

An SDK that understands what your users mean — intent, entities, routing, plain-language replies — entirely on the device. No backend, no cloud, no third-party AI. Built for wallets and consumer apps where sending user data to OpenAI isn't an option. We license, integrate, and tune the model to your product.

From $20k4–8 weeks
Web3 core

Build your protocol

The core of your web3 product, built right the first time. We design the architecture, build it, test it, deploy it. You get a working product, not a research project.

From $25k6–12 weeks

Build the product your users see

A polished interface on top of your protocol — the part users actually touch. We make it fast, simple, and built for real-world conditions, not demo day.

From $20k4–10 weeks

Launch with confidence

A senior security review before you go live. We find what's wrong while it's still cheap to fix. You launch knowing your users' funds — and your reputation — are safe.

From $15k1–4 weeks
AI core

Build an AI product

A product with AI at the core — a copilot, a research tool, a customer-facing agent, a vertical SaaS. We design it, build it, launch it, and make sure it actually works in production, not just in demos.

From $30k6–12 weeks

Add AI to your existing product

Bring intelligence to what you already have — search, recommendations, automation, support, analytics. Done in a way your team can maintain after we leave.

From $15k3–8 weeks

Build an agent that gets work done

An AI system that takes real actions on behalf of users or your business — across email, internal tools, APIs, or your own product. Built reliable enough to run unattended.

From $25k4–10 weeks
02 / How we work

Process.

/ 01

Discovery

1 week · free

We talk, sign an NDA if needed, read your materials, and come back with a written scope and fixed quote. No surprises later.

/ 02

Plan

1 week

We agree on deliverables, milestones, and timeline — in writing — before anyone touches a keyboard.

/ 03

Build

4–12 weeks

Weekly demos. Shared dashboards. Async updates in your channel of choice. You always know what's happening and what's next.

/ 04

Launch & handoff

1–2 weeks

We ship, set up monitoring, document everything, hand it over. We stay on-call for 30 days post-launch at no extra cost.

03 / About

A team of senior engineers building in web3 since 2016 and in AI since the GPT-3 days. We ship production products in both worlds — and increasingly, products that live in both at once. We don't outsource. We don't subcontract. Every line of code is written by someone we'd trust with our own money or our own data.

04 / Get in touch

Building on AI, web3, or both?

Tell us what you're shipping. We'll reply within 24 hours with a clear yes, no, or "let's talk."