Sovereign AI for regulated industries
AI you own, running the work that matters.
stagemachine.ai deploys open-weight AI inside your country, your cloud or your own data centre, and connects it to banking, commerce, customer-engagement and operations platforms built over a decade with banks, insurers, telcos, retailers and governments.
A decade of platforms for banks, insurers, telcos, retailers and governments












Thai GovernmentOne sovereign layer.
Five products.
Start with the model layer or with the product your customers will feel first. Every product runs on its own and gets stronger together.
Massif
Open-weight models, deployed and tuned inside your jurisdiction.
Explore Massif AI-native internal operating systemstagemachine OS
The anti-ERP: every case, every stage, every action, run by agents with humans at the gates.
Explore OS Agentic banking and insurance platformstagemachine Finance
Composable digital banking, payments and insurance, built on the P3 component library.
Explore Finance Realtime commerce platformstagemachine Commerce
Ordering, subscriptions, payments and agent-ready storefronts that sell in real time.
Explore Commerce AI customer engagement on WhatsApp, voice and videostagemachine Engage
AI that answers on WhatsApp, voice and video, with humans who take over when it matters.
Explore EngageWhy sovereign AI,
and why us.
Mistral and Cohere showed that serious organisations want AI they control. We bring that to the workflows of banks, insurers, telcos and commerce, as the deployment and application layer.
Deployed where your data lives
On-premise, in-country or in your private cloud. Your prompts, documents and customer data stay inside your jurisdiction.
Open models, no lock-in
We deploy and tune leading open-weight models instead of renting a black box. Swap models as the frontier moves; your agents and workflows stay.
Humans hold the fiduciary gates
Agents prepare, check and route the work. Approvals, payments and releases stay with accountable people, by design.
Built on live production platforms
Our banking, insurance, commerce and engagement products come from platforms our customers have run in production for years.
Proven where it is hardest.
Banks, insurers, exchanges, telcos, arenas and governments have run our platforms in production since 2014.

Soneri Bank: digitalising a conventional bank
Soneri Digital, the bank's consumer digital bank, runs on our platform. Since 2021 we have been Soneri Bank's exclusive attached fintech and AI lab partner.
Read the story
Jubilee Insurance: digitalising insurance
For many years our platform has powered Jubilee Insurance's digital insurance services: customer apps, a claims-ready customer web, and reports and BI based on an AI-based insurance engine.
Read the story
Nokia Arena: at-venue remote ordering
Fans at Nokia Arena skip the queues: they order from their seat, pay on their phone and pick up when their order is ready.
Read the story
Swisscom: Swisscom Pay and subscription offers
A proof-of-concept project for Swisscom Pay and a subscription-offers platform where customers discover products and offers and get exclusive benefits in one place.
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Watashino Koshimizu: commerce and subscriptions in Japan
In Japan, we deliver a platform for commerce, order management, subscription management and payments for Watashino Koshimizu.
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Thai Government: flood and drought prediction
Our first major project: a flood and drought prediction platform for water management in Thailand, combining IoT, analytics and decision support.
Read the story“Our partnership with P3 has been transformative. With over half a million active digital service users we continue to invest in our relationship for long term success.”
Built for regulated industries.
The same sovereign stack, shaped for the rules, risks and customers of each sector.
Banking
Digital banking, business banking, payments and AI agents that run next to your core, inside your jurisdiction.
BankingInsurance
Onboard customers faster, let them file claims from anywhere, and automate back-office work in real time with AI that stays inside your walls.
InsuranceTelecoms
Subscriptions, bundles, payments and customer engagement that turn a monthly bill into an everyday brand relationship.
TelecomsCommerce and retail
Ordering, subscriptions, payments and conversational commerce, ready for the customers and AI agents who buy in the moment.
Commerce and retailManufacturing
Procurement, suppliers, trade finance, quality and approvals run as cases with AI agents, without ripping out your ERP.
ManufacturingPublic sector
From flood and drought prediction to citizen services, public systems need AI that stays under national control.
Public sectorOur story
From Helsinki, 2014.
A Nordic design and AI platform provider that spent a decade building for banks, insurers, telcos and commerce across Asia, Europe and the Gulf.
- 2014
Founded in Helsinki
Founded in October 2014 as a Nordic design and AI platform provider to market-leading businesses.
- 2020
Complete platforms for banking, trade, insurance and commerce
Soneri Bank, PMEX, Jubilee Insurance and Zapp.
- 2021
Commerce, subscriptions and payments in Europe and Japan
Nokia Arena, Swisscom and Koshimizu. The same year, we became Soneri Bank's exclusive attached fintech and AI lab partner.
- 2026
stagemachine.ai
Our banking, commerce, customer-engagement and operating-system platforms come together under one name, on one sovereign AI layer.
Frequently asked questions
What is stagemachine.ai?
stagemachine.ai is a sovereign AI platform for regulated industries. It combines an open-weight model layer (Massif) with applications for internal operations (stagemachine OS), banking and insurance (stagemachine Finance), realtime commerce (stagemachine Commerce) and customer engagement (stagemachine Engage).
Do you train frontier models?
No. We are a deployment and application layer. We run, tune and govern leading open-weight models inside your environment, and put them to work in products that already run banking, insurance and commerce workloads.
Where does our data go?
Wherever you decide. Massif is designed to run on-premise, in an in-country data centre or in your private cloud, so data does not have to leave your jurisdiction.
Which industries do you serve?
Banking, insurance, telecoms, commerce and retail, manufacturing and the public sector. Since 2014 we have delivered platforms for organisations including Soneri Bank, Jubilee Insurance, PMEX, Swisscom, Nokia Arena and the Thai Government.
Who founded stagemachine.ai?
stagemachine.ai was founded by Hasan Malik, a Helsinki-based business leader with over 27 years of global business development experience in telecom and IT across Europe and Asia Pacific. The company traces its roots to October 2014.
How do we start?
Book a demo. We usually begin with one workflow, prove it on your data in your environment, and expand from there.
See sovereign AI on your own workflow.
Book a demo and we will show you how it runs in your environment, with your brand.