Industries & Use Cases

One platform, every cloud business model

Whether you are a telco launching public services, an enterprise building a private cloud, or an AI lab scaling GPU compute — the platform provides the factory to build it.

Industries

Built for your industry

Six industries, one platform. Each with tailored workflows, compliance requirements, and business models — all running on the same event-driven core.

Telecom Operators

Launch B2B Cloud Services

Transform connectivity infrastructure into a revenue-generating public cloud. Offer virtualized compute, storage, and Kubernetes services directly to your B2B customers with a fully branded portal.

White-label Service Catalog
Multi-tenant Billing Integration
Regulatory Compliance
5G Edge Compute Ready

Large Enterprise

Internal Private Cloud

Stop shadow IT. Provide your internal development teams with an AWS-like experience on your own infrastructure. Automate provisioning, enforce quotas, and track costs per department.

Self-service Developer Portal
Departmental Chargeback
Automated Compliance Policies
Hybrid Cloud Orchestration

Hosting Providers

High-Margin Cloud Services

Stop reselling hyperscalers at thin margins. Build your own cloud asset. Manage hundreds of customers from a single pane of glass with complete isolation and automated lifecycle management.

Multi-customer Console
Automated Onboarding
White-label Support Portal
Custom SLA Monitoring

Education & Research

Campus Cloud Infrastructure

Give researchers and students on-demand access to compute resources. Lab environments provisioned in minutes, GPU clusters for ML research, and department-level cost tracking.

Per-course Lab Environments
GPU Cluster for ML/AI
Academic Pricing & Grants
LDAP/SAML Integration

Government & Public Sector

Sovereign Cloud Platform

Meet the strictest data sovereignty and compliance requirements. Deploy a fully isolated cloud platform within your national borders with complete audit trails and role-based access control.

Data Sovereignty Compliance
Full Audit Trail & Logging
Air-gapped Deployment
RBAC with MFA Enforcement

AI & ML Organizations

GPU Compute at Scale

Provision GPU clusters on demand. Manage A100, H100, and next-gen accelerators with automated scheduling, cost tracking per experiment, and integrated MLOps pipeline support.

Multi-GPU Cluster Provisioning
Per-experiment Cost Tracking
Auto-scaling GPU Pools
MLOps Pipeline Integration
Use Cases

What you can build

Concrete use cases across every industry. Each one runs on the same platform with industry-specific configurations.

Telecom Operators

Launch VPS, Kubernetes, and managed database products under your brand
Monetize existing DC capacity with automated provisioning and billing
Offer edge compute for IoT and 5G enterprise customers

Large Enterprise

Replace manual VM requests with self-service developer portal
Track and allocate infrastructure costs per team, project, or BU
Enforce security policies and compliance automatically at provisioning

Hosting Providers

Offer branded cloud services with your own pricing and billing
Automate customer lifecycle from onboarding to deprovisioning
Provide tiered support with white-label customer portal

Education & Research

Spin up preconfigured lab environments per course with student quotas
Allocate GPU resources for research projects with grant-based billing
Provide self-service compute for thesis and dissertation workloads

Government & Public Sector

Host citizen-facing services on sovereign infrastructure
Meet GDPR, NIS2, and national security classification requirements
Provide isolated environments for classified workloads

AI & ML Organizations

Dynamically provision GPU clusters for training and inference workloads
Track compute costs per team, project, and experiment
Offer internal GPU-as-a-Service with quota management
Cross-Industry Capabilities

Same core, every industry

Eight platform capabilities that power every industry deployment. Built once, configured per tenant — no custom code required.

Multi-tenant Isolation

Complete data, network, and resource isolation between tenants at every layer — database, API, and infrastructure.

Automated Provisioning

4-step pipeline from request to running infrastructure. OpenStack, VMware, Proxmox VMs, OpenShift namespaces, or simulated environments.

White-label Portal

Customer-facing portal with your branding, domain, and design. Full self-service ordering, monitoring, and support.

Usage-based Billing

Flexible pricing models — flat rate, per-unit, tiered, and volume. Stripe integration for automated payment collection.

Event-driven Architecture

49 Kafka event types across 7 domains. Loose coupling, guaranteed delivery, and full distributed tracing.

Identity & Compliance

RBAC, MFA, SSO, and row-level security. Complete audit trails with tenant isolation at the database level.

Observability

Full-stack monitoring, logging, and tracing. W3C Trace Context propagation through every event and API call.

Infrastructure Agnostic

Deploy on OpenStack, OpenShift, bare metal, or hybrid. Provider plugins adapt the pipeline to your stack.

Deployment Options

Your infrastructure, your rules

Three deployment models to match your operational requirements, compliance constraints, and team capabilities.

Dedicated

Single-tenant deployment on your infrastructure. Full control, complete isolation, custom SLAs.

Best Fit

Government, banking, defense

Multi-tenant SaaS

Shared platform with data isolation. Lower cost, automatic updates, managed operations.

Best Fit

Startups, SMBs, hosting providers

Hybrid

Control plane in the cloud, data plane on-prem. Best of both worlds — managed platform, sovereign data.

Best Fit

Enterprise, regulated industries

Comparison

Platform vs. building from scratch

Every cloud business needs the same 80% of infrastructure. The platform provides it out of the box — so you can focus on the 20% that differentiates you.

Multi-tenant Portal

DIY

6–12 mo

Platform

Included

Provisioning

DIY

3–6 mo

Platform

Included

Billing & Invoicing

DIY

4–8 mo

Platform

Included

Event Bus & Tracing

DIY

2–4 mo

Platform

Included

RBAC & Compliance

DIY

2–3 mo

Platform

Included

White-label Branding

DIY

1–2 mo

Platform

Included

Observability

DIY

2–4 mo

Platform

Included

First Customer

DIY

12–18 mo

Platform

8–12 wks

Your Industry

Ready to build your cloud factory?

Stop building from scratch. Start with a proven blueprint for your industry. Talk to our team to see how the platform fits your business.

FAQ

Common Questions

Typical time to first customer-facing service is 8–12 weeks. This includes platform deployment, branding, product catalog setup, billing integration, and staff training. Telcos with existing infrastructure often go faster.

Yes. The platform is infrastructure-agnostic. It connects to your existing OpenStack, OpenShift, VMware, or bare-metal environment through provider plugins. You keep your hardware — we add the cloud business layer on top.

Isolation is enforced at every layer: PostgreSQL Row-Level Security for data, tenant-scoped Kafka events, network-level separation, and RBAC with tenant context. Cross-tenant access is architecturally impossible.

The platform supports GDPR, NIS2, ISO 27001, and SOC 2 compliance requirements. Data sovereignty is ensured through region-scoped deployments. Full audit trails cover every API call, event, and state change.

Yes. The customer portal, admin interface, notification emails, and API documentation are fully white-labelable. Your customers never see our brand. Custom domains, logos, color schemes, and email templates are all configurable.

From the blog

Engineering culture

Short reads that sharpen your engineering instincts and help you stay ahead of the curve.

INDUSTRY

Every Telco Rebuilds the Same 7 Systems — And Most Don't Survive It

We've watched the cycle play out across multiple operators. Rebuilding the cloud business layer is where months and budget vanish.

6 min read
Apr 17, 2026
Neural Network Connection
AI & AUTOMATION

MCP Agents in Cloud Operations: How We Cut L1 Incidents by 73%

We connected Claude via MCP to our infrastructure stack. Here's what happened when AI agents started diagnosing OpenStack issues autonomously.

6 min read
Mar 12, 2026
ENGINEERING

90-Second Provisioning: The Engineering Behind Order-to-VM

Customer clicks 'Order' — 90 seconds later they have SSH credentials. Here's every step in between and how we made each one fast.

7 min read
Mar 5, 2026
BILLING

Building Multi-Tenant Billing From Scratch: Lessons from 500 Tenants

Usage-based billing sounds simple until you have 500 tenants, 4 pricing models, and invoices that need to be accurate to the cent.

8 min read
Feb 22, 2026
PRODUCT

White-Label Portal: How We Built a Brandable Customer Experience

Your customers see your brand, your domain, your colors. Under the hood, it's PLATFORMA. Here's how the white-label system works.

5 min read
Feb 15, 2026
ENGINEERING

Event-Driven Architecture: How Kafka Powers PLATFORMA

30+ Kafka topics connect 8 microservices. Here's why we chose event-driven architecture and the patterns that make it work at scale.

6 min read
Feb 5, 2026
INFRASTRUCTURE

OpenStack at Scale: What We Learned Running 2,000+ VMs

OpenStack is powerful but unforgiving. Here are the hard-won lessons from deploying and operating it for production cloud services.

7 min read
Jan 25, 2026
CASE STUDY

From Zero to 500 Tenants: A Cloud Business Scaling Story

How one regional ISP went from selling only internet connectivity to running a profitable cloud business with 500 tenants in 14 months.

5 min read
Jan 15, 2026
SECURITY

Multi-Tenant Isolation: A Security Deep Dive

When 500 tenants share the same infrastructure, isolation isn't a feature — it's an existential requirement. Here's how we enforce it at every layer.

6 min read
Jan 5, 2026