Private AI · On your hardware

Your edge shouldn't live in
someone else's cloud.

Alyr builds frontier-grade AI that runs inside your walls — learning your workflows, automating the work, and keeping your proprietary alpha exactly where it belongs. On your metal. Under your control.

On-premOpen-weights or ZDR frontierMemory-native

The problem

Your data is your moat.
Most AI tools ask you to give it away.

Every prompt you send to a hosted model is a piece of your business leaving the building — your processes, your clients, your edge — sitting on someone else's servers, under someone else's terms. The companies with the most to gain from AI are exactly the ones with the most to lose by handing it over.

Alyr exists to close that gap: the leverage of frontier AI, without the surrender.

What we do

Four ways we put AI to work — inside your walls.

01

On-Prem LLM Deployment

Frontier-grade models on hardware you own. Open-weights — Llama, Qwen, DeepSeek, Mistral — tuned to your domain and served from your network. Or frontier models under strict zero-data-retention terms when the use case earns it. Nothing leaves without your say-so.

02

Workflow Intelligence

We map how your business actually runs — not the org chart, the real flow — then surface the correlations, bottlenecks, and leverage hiding in your own data. The patterns your team is too close to see.

03

Custom AI Agents

Agents built around your processes, not generic copilots bolted on top. They work in your systems, follow your rules, and take the repetitive load off your people — end to end.

04

A Memory That Compounds

Most AI forgets everything the moment a session ends. Alyr deploys recall — a memory engine that curates what matters, drops the noise, and gets sharper about your business every day it runs. Your AI stops starting over.

How we work

From your workflows to your hardware — in weeks, not quarters.

01

Assess

We sit with your team, map the workflows, and find where AI actually moves the needle. No boil-the-ocean roadmaps — the two or three places it pays for itself first.

02

Deploy

We stand up the models, agents, and memory on your infrastructure. On-prem, air-gapped, or private cloud — your call. You own every weight and every line.

03

Compound

The system learns your business as it runs. We tune, harden, and hand over — with the option to keep us on call. No lock-in, no per-seat meter, no hostage data.

What makes it different

Memory-native — not another stateless wrapper.

Most "AI solutions" are a thin shell around a model that forgets you between every call. Alyr is built on recall — an open memory engine that curates knowledge from every interaction, links it into a living graph, and consolidates it the way a mind does: keeping the signal, letting go of the noise.

It's the difference between a tool you re-explain every morning and one that actually knows your business.

Open-source core — no black box, no way to hold your memory hostage →

Built for

If your data is the business, this is for you.

Finance & Trading

Your alpha never leaves the desk.

Legal

Privilege intact, on your own servers.

Healthcare

PHI stays behind your firewall.

Manufacturing & IP

Trade secrets never touch a vendor.

Defense-adjacent

Air-gapped by design when it has to be.

Any secrecy-bound shop

If losing the data ends the business.

Pricing

Priced by outcome — not by the hour.

You own the stack, the weights, and the data. Compute and hardware are billed to you directly — Alyr's fee covers the build, the agents, the memory layer, and support.

Start here

Strategy Sprint

Two to three days, on-site or remote: we map your workflows, deliver an AI roadmap, and show you exactly what we'd deploy and the return. The fee is credited toward your build if you go ahead.

$4,500 Book a Sprint
Land

Pilot

from$18k

3–5 weeks

  • One workflow, proven end-to-end
  • Private LLM on your infrastructure
  • One custom agent
  • recall memory layer
Start a Pilot
Retain

Sovereign Partner

from$6k/mo

6-month minimum

  • Ongoing tuning & new agents
  • Model upgrades as they ship
  • On-call support
  • You never touch the stack
Become a Partner

Off-menu work and change requests are billed at $2,400/day. Every fixed-fee engagement ships with a tight scope, so you always know exactly what you're paying for.

Let's keep your edge where it belongs.

Tell us what your business does and where it's drowning in its own process. We'll tell you — straight — whether AI on your own hardware can fix it.

Or email hello@alfalyra.com