AI readiness platform for enterprises
AI readiness, accelerated.
From years to months.
Take control of your AI capacity, costs and growth.
See which AI workloads you can run today, where the infrastructure you already have can do more, and when cloud, on-premises or hybrid capacity makes economic sense. You get a clear, evidence-based view for decisions, and your options stay open as your AI needs grow.
It starts with a quick pulse that takes about two minutes. It’s confidential and needs no sign-up.
The problem
AI demand is growing faster than anyone’s view of it
Most organisations know where they want AI to take them. What’s missing is a clear, current picture: which workloads are running and which are coming, what capacity you already have, what it all really costs, and which choices keep you in control as demand grows.
- AI work is spread across teams, clouds and suppliers, so nobody can see total demand or what’s on its way.
- Costs sit across many invoices and budgets, so the true cost of AI shows up too late to act on.
- Data centres, sites, power and network you already pay for sit under-used while new capacity gets bought.
- Choices default to one provider, and lock-in quietly narrows future options and bargaining power.
- Decisions get made in email and never written down, so it’s hard to show the board why a choice was made.
What Loyston does
Clear decisions about where your AI runs and what it costs
Loyston is a software platform. Our AI Readiness Experts are agentic AI working from a governed, versioned expert library. They work alongside your people to help you:
Discover
The AI workloads you run and plan to run, the demand that’s coming, and the capacity you already have.
Compare
Cloud, on-premises and hybrid options side by side, with the assumptions shown.
Prioritise
The gaps and dependencies that matter most, from power, cooling and network to skills, governance and security.
Plan
A practical roadmap that turns years into months.
We build on the cloud, platforms, partners and teams you already have. This isn’t about replacing the cloud. It’s about putting each workload in the right place for your business, and making sure that choice stays yours.
Built for enterprise technology, infrastructure, AI programme and finance leaders. AI capacity providers and technology partners can also license Loyston experts. Get in touch.
What you get
Your Enterprise AI Capacity & Economics Profile
The first thing you get from Loyston is a clear, practical profile of where you stand and what to do next.
A. Current capability and workloads
Your AI use cases, compute, data sensitivity, demand and constraints.
B. Existing capacity opportunities
Where infrastructure you already own could be reused or switched on for AI.
C. Indicative economics
Cloud, on-premises and hybrid compared, with the costs, assumptions and sensitivities shown.
D. Gaps and dependencies
Compute, power, cooling, networking, skills, governance and security.
E. Prioritised roadmap
Immediate actions, near-term investments and longer-term options.
Illustrative: a UK insurer deciding whether its customer-service assistants should stay in the cloud or move into its own data centre. Or a US manufacturer checking whether a plant has the power and cooling for on-site AI before it orders hardware.
Indicative screening: a sound starting point for decisions, not a validated engineering design or a financial commitment.
How it works
From first answers to a roadmap you can act on
Short assessment
Take the quick pulse. It takes about two minutes and is open to everyone.
Summary report
Everyone who takes part can receive the combined, anonymised summary report of what peers are prioritising.
BETA conversation
Talk it through with our team. Your individual Enterprise AI Capacity & Economics Profile is prepared through the founding beta conversation. You share only what you’re comfortable with.
Roadmap
Use the profile to prioritise investment. If you want ongoing support, Loyston experts can keep your profile current and keep your AI decisions recorded, visible and on track.
Vendor-neutral by design. Every expert draws on a governed, versioned library, so advice stays consistent and auditable.
Trust
Clear about what we do with your information
- Confidential. We use what you tell us only to prepare your profile and shape Loyston. We never share individual answers, and any summary uses only combined, anonymised results.
- You decide what to share. Start with high-level answers. You only go into more detail if and when you choose to.
- Assumptions shown. Every cost or capacity estimate shows the assumptions behind it.
- Indicative, not final. Qualified engineers and your finance team should confirm findings before you commit.
- Vendor-neutral. We help you compare options. We don’t push you towards one provider.
Read our Privacy Policy.
Founding beta programme
Shape Loyston with us
We’re working with a limited number of founding beta clients on focused, fixed-scope projects. Each one starts with your Enterprise AI Capacity & Economics Profile. The path is the quick pulse, the summary report, then a paid 6–8 week founding beta.
Get your AI Capacity & Economics Profile- 6–8 weeksfixed-scope projects
- Preferentialfounding-client pricing
- Directinfluence on our roadmap
- Limitednumber of beta clients
Have your say
Not ready yet? Tell us what matters to you
You can still help shape Loyston. Tell us which AI capacity, cost and control problems are real for your organisation. The quick pulse takes about two minutes and is open to everyone.
Take the two-minute pulseRegister interest
Talk to us about your profile
Tell us a little about your organisation and we’ll be in touch about your profile and the founding beta. We’re taking a limited number of beta clients.
Thank you
Your interest has been registered. We will be in touch shortly.