We build AI you can actually own.
Our core focus: LLM assistants, AI features in the apps you already run, API integrations (Claude, OpenAI, open-weight), and private self-hosted models on dedicated GPUs. Post-quantum cryptography readiness and blockchain engineering round out the practice when you need them — all designed, built, and run by a team that operates AI in production every day. Every engagement is scoped and quoted for your project.
Four practices, one operating team
AI is the heart of this practice — assistants and integrations in the software you already run, or fully private models on your own hardware. Post-quantum cryptography and blockchain engineering are their own practices, here when a project calls for them.
AI & LLM integration
Chatbots that actually help, assistants inside the app or site you already run, and automation that does real work. We integrate hosted APIs and open-weight models, and wire them into your stack the right way — not a widget bolted on.
- Customer-facing chatbots & internal assistants
- AI features built into your existing app or website
- API integration — Anthropic Claude, OpenAI, open-weight models
- Agentic automation for multi-step workflows
First-party proof: We ship AI in production ourselves — our own platform runs live LLM chat, image generation, and vision AI for real users, every day.
Custom & private models
When your data can’t leave the building, we deploy self-hosted models on dedicated GPU hardware — selected and tuned for your workload — so nothing you feed the model ever touches a third-party cloud.
- Self-hosted LLM deployment on dedicated GPU hardware
- Model selection & tuning for your workload
- Image generation & vision AI
- RAG — retrieval over your business documents and data
- Data-privacy-first: your data never leaves your infrastructure
First-party proof: We run our own GPU inference server with zero cloud-AI dependency — self-hosted LLM chat, SDXL image generation, and Qwen3-VL vision, all live in production.
Post-quantum cryptography
Encrypted traffic recorded today can be decrypted by tomorrow’s quantum computers — the “harvest now, decrypt later” problem. We assess where you’re exposed and plan a practical, staged migration to NIST-standardized post-quantum cryptography.
- PQC readiness assessments & crypto-agility audits
- Hybrid classical + post-quantum key-exchange rollouts
- Migration planning to NIST PQC — ML-KEM (Kyber) & ML-DSA (Dilithium)
- “Harvest now, decrypt later” risk briefings for your team
First-party proof: Our own production fleet already runs hybrid post-quantum key exchange (OpenSSH’s NTRU Prime + X25519) — including the real-world MTU and packet-loss quirks we’ve diagnosed at scale.
Cryptocurrency & blockchain
Real blockchain engineering, not slideware: tokens launched, wallets integrated, programs deployed, and multi-chain data pipelines that stay up.
- Token launches — Solana Token-2022
- Wallet payment integration (Phantom, Solflare — with fiat rails alongside)
- On-chain programs & smart contracts — escrow, settlement, airdrops
- Multi-chain data, indexing & DeFi APIs; exchange/DEX integrations
- Mining operations consulting — industrial to independent
First-party proof: We’ve launched our own Token-2022 asset, settled wagers on-chain on Solana mainnet, and run a 22-chain indexer with 15M+ price snapshots — plus hands-on mining ops from a 1,598-ASIC facility to a 74-rig farm.
Consultants who operate
The difference between advice and experience is whether the person giving it has been paged at 3 a.m. about it.
We run what we sell
Every service on this page is something we already operate in production for ourselves — LLM chat, image generation, and vision AI on our own GPUs, plus hybrid post-quantum key exchange across our fleet. You get answers from operators, not a slide deck.
Privacy by architecture
If your data can’t leave your infrastructure, we design so it doesn’t. Self-hosted models on dedicated GPU hardware mean privacy is a property of the system — not a clause in someone else’s terms of service.
Scoped & quoted, in plain English
No fixed SKUs, because no two of these builds are alike. Tell us the problem, and you get a plain-English plan — what we’d build, what it runs on, and a custom quote — before any work begins.
From idea to quote to shipped
No pricing tables here on purpose: these projects deserve a real scope, not a guess. Here's how it goes.
Tell us what you’re after
Send the project form or just email us — describe the problem in your own words. A quick conversation is free, and it’s usually enough to know if we’re a fit.
Get a scoped plan & quote
We come back with a plain-English plan: what we’d build, what it runs on, and what it costs. Every quote is custom, because every build is.
We build, ship & stand behind it
Designed, built, deployed, documented — and supported after launch by the same people who wrote it.
AI, private models & the rest — answered
How much does a project like this cost?+
Can our data stay completely private?+
Do you resell someone else’s AI, or run your own?+
Is this "AI for crypto"?+
Do we really need post-quantum cryptography now?+
What blockchain work do you take on?+
Have a project in mind? Let's scope it.
Tell us what you're trying to build — an AI feature, a fully private model, a post-quantum roadmap, or something on-chain. You'll get a plain-English plan and a custom quote, with a real person on the other end.