The sovereign control plane for agentic AI
One stack that orchestrates GPUs, models and AI applications, governed and metered, ready to sell to the enterprises you already serve.
Built for
Telecom operators · Data-centre and cloud providers · Systems integrators
Proven infrastructure
Telco-grade by design.Hardened in production since 2017.
Swarmio Core was built with telecom operators to orchestrate latency-sensitive workloads across many sites, under carrier-grade expectations for uptime, isolation and security. The same control plane now runs Swarmio Sovereign AI.
- Since 2017In production, orchestrating GPUs and game servers for cloud gaming at low latency.
- 12+ countriesDeployed with telecom operators across five continents.
- U.S. patentGranted: AI-driven selection of compute resources across sites, in real time (US 11,063,881).
- Peer-reviewedReinforcement learning for fair server selection in edge computing, IEEE Transactions on Artificial Intelligence, 2021.
Company information, November 2026. Patent US 11,063,881 B1, granted 13 July 2021.
The opportunity
56%
The industry is still building.
56% of worldwide AI spending in 2026 goes to infrastructure. Source: Gartner, worldwide AI spending forecast, 16 September 2026 (forecast).
76%
Customers want AI that works.
76% of enterprise AI use cases are now bought ready-made rather than built in-house. Source: Menlo Ventures, State of Generative AI in the Enterprise, December 2025 (survey of about 500 US enterprise decision-makers).
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The gap is delivery.
The revenue is in AI that people use, delivered on sovereign capacity. That is what you sell.
How it works
You bring the capacity and the customers.We bring everything above the metal.
One platform between your GPUs and your customers, built, run and supported by Swarmio.
- You bring
Capacity, customers and presence.
GPU capacity in your jurisdiction, your own or delivered in-country by a hardware partner. The enterprise relationship. Local sales and support.
- Swarmio brings
The full stack, built and run.
GPU orchestration, model orchestration and application delivery. Three services to sell on one plan and one meter. Governance and metering for every customer.
- Your customers get
AI they can use from day one.
Control they can prove: which data reached which model, where, and at what cost. One contract, one bill and one support line, from you.
The stack
GPU orchestration, model orchestration and application delivery on one control plane, governed by your policy and metered for every customer.
01 · Applications
Any application. Delivered, governed, metered.
A starter catalogue on day one, plus any application you bring, curated and hardened by Swarmio.
02 · AI Operations
Any model, anywhere you allow it.
Swarmio Conductor routes every request by policy. Swarmio Meter measures every token and every GPU-hour.
03 · Swarmio Core
GPU orchestration. Policy as code.
Partitions GPUs, isolates every tenant, enforces policy and audit. Runs GPU as a Service on its own.
04 · Infrastructure
Your capacity. Your jurisdiction.
Sovereign data centre · In-country cloud · On-premises · Bare metal · Edge
Applications
Sell working applications from launch, then add any application you, your customers or third parties bring. Every one runs on the same control plane, governed and metered from the first token.
Organization-wide
Swarmio Chat
Governed chat for your customers' whole organization. Where each model runs, what each message costs and who asked what.
Knowledge
Kleio
A research workspace over each customer's own documents, inside their perimeter.
Data
Strata
Managed notebooks for data and analysis, on governed models and governed compute.
Engineering
Koina
Your customers' engineers bring the AI tools they already use and run them on hosted models, inside the perimeter, metered.
Managed roles
Swarmio AI Coworkers
Pre-configured roles, such as Receptionist and Marketing Analyst, that arrive already integrated with your customers' systems.
Bring your own
Any application
Third-party, partner or customer-built applications, curated and hardened by Swarmio, then governed and metered like the rest.
What you sell
01
GPU as a Service.
Dedicated, partitioned or shared GPUs, orchestrated by Swarmio Core and metered by the GPU-hour.
02
AI Token Plans.
Any model, frontier or local, routed by policy and metered by the token for each customer.
03
AI applications.
The starter catalogue plus any application you bring, sold on the same plan.
One plan. One meter. Tokens for models and applications, GPU-hours for GPUs.
Who you sell to
Government & Regulated Enterprise
Sovereign by design. Accountable by default.
What it unlocks
- Serve people in their own languages, around the clock
- Put decades of records to work
- A governed assistant for every employee
- Analyze sensitive data without moving it
Mid-Market
Move at the speed of AI. With the control of an enterprise.
What it unlocks
- Serve more customers without adding headcount
- Decide faster, using what you already know
- Ship faster
- Lift the whole company at once
Higher Education
Open to every mind. Governed by your institution.
What it unlocks
- The same AI for every student and staff member
- Answers grounded in your own knowledge
- Research computing that keeps data in place
- Student services around the clock
Startups
Build on any model. Sell to any customer.
What it unlocks
- One endpoint to every model
- Unit economics by customer
- Enterprise-ready from day one
- Your engineers’ own AI tools
Micro & Small Business
Always open for business. Always in control of your data.
What it unlocks
- Every customer answered
- Marketing that keeps moving
- AI for the whole team
- Your customers’ data stays yours
The landscape
They stop at a layer.Swarmio runs the whole stack.
The platforms in this market orchestrate GPUs, models, or both. Swarmio does both, and adds the application delivery and customer control that turn capacity into a business.
AI infrastructure platforms (GPU cloud software, private AI infrastructure): GPU orchestration, Model orchestration, Metering and billing (partial). Sovereign cloud platforms (Sovereign cloud stacks, telco AI platforms): GPU orchestration, Model orchestration, Metering and billing (partial). Swarmio Sovereign AI (One control plane, top to bottom): GPU orchestration, Model orchestration, Metering and billing, Application delivery, Customer control
Platform types shown by primary focus, based on public product information as of November 2026.
Why Swarmio
Full stack.Live in weeks.
GPUs, models and applications on your capacity, with nothing left to build or buy.
Partnership
Your customers. Our platform.One solution, delivered by you.
For telecom operators, data-centre and cloud providers, and systems integrators. You own the relationship. Swarmio builds and operates the platform, and never competes with you for the account.
One provider they already trust.
- One contract
- One bill
- One support line
You own the relationship.
- The contract
- The billing
- The price
The full stack, built and operated for you.
- GPUs
- Models
- Applications
- Support
Together, we start with a one-month proof of value, on your GPUs or on the Swarmio Sovereign AI platform.
Start a proof of valueOn your GPUs or on the Swarmio Sovereign AI platform. Your first enterprise service, live in weeks.