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.
The problem
AI can't fix a business
it can't understand.
Your project software knows about projects. Your accounting knows about money. Your drive holds the drawings, your inbox holds the decisions, and the part that connects them lives in the heads of the people who've been there longest.
The data already exists. What's missing is a model of how it all fits together — which is exactly what an AI needs before it can be any use at all. Alyr builds that model first, then builds the system around it — and keeps the model current, so the system gets sharper the longer it runs.
What changes
What the week looks like after.
| Today | After |
|---|---|
| Six systems, four spreadsheets, and the one person who knows where everything is | One system holds the job from first contact to final invoice |
| “Where does that stand?” is a phone call | It's on the screen, updated by the work itself |
| The visit gets written up three days later | It's captured while you're still standing there |
| The same request, typed out again | Drafted before you're back at your desk |
| The cash position is an evening with the reports | Current every month, without the evening |
Same team. Same jobs. Far less chasing.
How we work
From your workflows to your hardware — in weeks, not quarters.
Deploy
We stand up the system, the agents, and the memory on your infrastructure. On-prem, air-gapped, or private cloud — your call. Your data and configuration are yours from day one.
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
Built for businesses with a lot going on.
If the honest answer to “where does this job stand?” is “let me ask a few people,” you're the kind of company we build for. Any operation where the work crosses enough hands that your people have become the connective tissue between your systems.
If you run three jobs a year, you don't need us. If you run tens or hundreds, you probably already know you do.
Engagements
Quoted to your business — not off a menu.
No packages, no per-seat meter. What you already run, what your data looks like, and what you need fixed decide the work — so every engagement is scoped with you and quoted as a fixed fee before anything starts. The system runs on hardware you own, your right to run it is permanent, and compute and hardware are billed to you directly.
Start here
Operation Map
Two to three days, on-site or remote: we map how your operation actually works — the workflows, the handoffs, the leaks — and deliver the model plus an AI roadmap, with a scoped quote for the build. The fee is credited toward that build if you go ahead.
Pilot
3–5 weeks
Prove one workflow, end to end:
- A private LLM on your infrastructure
- One custom agent, built for that workflow
- The recall memory layer
- Your data stays yours, on hardware you own
Deployment
6–12 weeks
Everything in the Pilot, plus:
- Multiple workflows & agents
- Full memory layer, hardened for production
- Team training & handover
- No lock-in — your data and configuration are yours, your right to run it permanent
Sovereign Partner
Monthly retainer
Keep it sharp once you're live:
- Ongoing tuning & new agents as you grow
- Model upgrades as they ship
- On-call support
- You never touch the stack
Tell us what your business does and where it hurts, and we'll come back with the shape of the work and the number. Written scope, fixed fee, no hourly surprises — and no lock-in.
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.
Prefer email? hello@alfalyra.com