--- title: Cloud & infrastructure enablement | SpinForge url: https://spin-forge.com/solutions/cloud-provider-services description: Build a supported optimization, inference-performance or agent-workload offering on your infrastructure, with a clear product boundary and operating model. --- [All solution workflows ](https://spin-forge.com/workflows) 07 / DEPLOY & DISTRIBUTE CLOUD & INFRASTRUCTURE ENABLEMENT # Offer a capability. Not just capacity. Build a supported optimization, inference-performance or agent-workload offering on your infrastructure, with a clear product boundary and operating model. [Discuss this workflow](https://spin-forge.com/contact?product=workflow-cloud-provider-services&interface=all&brief=SpinForge+solution+request%3A+Cloud+%26+infrastructure+enablement%0A%0ACustomer+objective%3A+%0AExisting+system%3A+%0A%0APlease+scope+the+supported+workflow%2C+selected+products+and+delivery+responsibilities.%0AProducts+to+review%3A+SpinForge+%2B+Atlas%2C+UNISOLVE%2C+SpinSovereign%2C+GridForge%2C+KX+MemoryForge%2C+StateForge%2C+AgentForge%2C+SpinMem%2C+SpinCache%2C+SpinProof%2C+SpinKernel%0A%0AAcceptance+measures%3A%0A-+Deployment+reproducibility%0A-+Full-workflow+performance+and+resource+cost%0A-+Recovery+and+customer-isolation+requirements%0A-+Clear+provisioning%2C+billing+and+escalation+handoff%0A%0AUse+a+partner-specific+agreement+for+milestones%2C+distribution+and+ongoing+rights.+Existing+SpinForge+OEM+and+engineering+ranges+remain+references+for+their+original+scope%E2%80%94not+automatic+prices+for+all+infrastructure+products.) [See what you get](https://spin-forge.com/solutions/cloud-provider-services?section=workflow-delivery) Available products. A customer-specific workflow. CLI · MCP · Headless BUILT FOR GPU cloud operators, private-AI providers, hardware/platform teams and systems integrators packaging managed services. THE CHALLENGE / THE RESPONSE ## Start with what needs to change. A useful implementation has a specific job. The scope is built around your original requirements, environment and acceptance criteria. 01 ### Customers want an outcome above raw compute. Available hardware does not by itself supply a supported optimization or AI-workload service. HOW SPINFORGE HELPS Select a computational or infrastructure capability that fits the provider’s customer need. Package that defined service instead of treating the full portfolio as a mandatory stack. 02 ### Performance claims do not describe a deployable service. Runtime dependencies, resource placement, data movement and failure recovery affect the actual customer experience. HOW SPINFORGE HELPS Qualify the package on the agreed provider environment, including acceptance measures, dependencies and recovery/rollback behavior. 03 ### Customer ownership and support are unclear. A partnership needs more than a technical integration to become a repeatable commercial offering. HOW SPINFORGE HELPS Define provisioning, metering, customer billing, first-line support, specialist escalation and renewal responsibilities before launch. THE DELIVERY ## Know what you are getting. The final order identifies the selected products, integration work and operating responsibilities. Included components and work are not charged again. 01 ### A selected solution package A bounded optimization endpoint, inference-performance integration, planning capability or agent workload backend. 02 ### Deployment and acceptance plan The supported hardware/software configuration, workload measures, dependency boundary and testing required for rollout. 03 ### Operational responsibility map Explicit allocation of account access, data handling, service monitoring, incident response and change management. 04 ### Distribution scope Provider/customer licensing, usage or activation arrangements, integration milestones and support terms matched to the actual offering. AN ILLUSTRATIVE WORKFLOW ## A private-AI provider adds a checked optimization service. The provider wants to let its customers submit a supported model and receive a result with applicable evidence, using the provider’s existing infrastructure and account relationship. Explanation only—not a live product run or a claimed customer deployment. 01 / 03 ### Choose the customer-facing package Agree the workload, expected usage, product scope and provider environment. Compute consumption is costed independently of the software price. QUALIFY THE FIT ## Your requirements. An explicit scope. Agree the supported models, execution environment and acceptance measures before committing to the delivery. ### What you bring - Provider architecture and intended service - Qualified hardware/software and capacity forecast - Tenant, data, security and operating requirements - Commercial channel and support ownership ### What we measure - Deployment reproducibility - Full-workflow performance and resource cost - Recovery and customer-isolation requirements - Clear provisioning, billing and escalation handoff THE BOUNDARY This is a partner integration offering, not a claim of an existing public SpinForge cloud, provider certification or marketplace approval. Always-on dedicated compute, hosting operations and redistribution are not automatically included in a software plan. PRODUCTS TO CONSIDER Choose the relevant capability. Not every workflow needs every product. [SpinForge + Atlas](https://spin-forge.com/spinforge) [UNISOLVE](https://spin-forge.com/unisolve) [SpinSovereign](https://spin-forge.com/spinsovereign) [GridForge](https://spin-forge.com/gridforge) [KX MemoryForge](https://spin-forge.com/kx-memoryforge) [StateForge](https://spin-forge.com/stateforge) [AgentForge](https://spin-forge.com/agentforge) [SpinMem](https://spin-forge.com/spinmem) [SpinCache](https://spin-forge.com/spincache) [SpinProof](https://spin-forge.com/spinproof) [SpinKernel](https://spin-forge.com/spinkernel) HOW TO BUY ## Fund the integration. Define the recurring service. Use a partner-specific agreement for milestones, distribution and ongoing rights. Existing SpinForge OEM and engineering ranges remain references for their original scope—not automatic prices for all infrastructure products. [Review existing plans](https://spin-forge.com/plans?section=access-configure) [All prices & rights](https://spin-forge.com/pricing) PREPARE YOUR SCOPE Delivery preference Preferred access What should this workflow accomplish? What would make the result acceptable? Prepared locally in your browser. Review the message on the contact page and send it through your email application. No model upload, account activation, job execution or payment occurs here. BEFORE YOU BUY ## A few useful distinctions. **Must we replace our infrastructure platform?**No. Start with a selected capability and an agreed interface. The integration should complement the provider’s operating environment where appropriate. **Does this include a vendor validation badge?**No. Eligibility, testing, submission and approval for any external program are separate. No program membership or endorsement is implied. **Who owns the customer relationship?**That is agreed in the commercial model. Direct, provider-led and jointly delivered arrangements can assign billing and support differently. RELATED WORK ## Another way to move forward. Use a capability directly or bring it into a wider workflow. The existing products and commercial agreements remain independently available. [08 ### Enterprise purchasing & procurement Match the SpinForge purchase to your organization’s actual buying process: direct licensing, a scoped engineering order or an eligible channel arrangement.](https://spin-forge.com/solutions/enterprise-procurement) [09 ### Private computational deployments Use the appropriate SpinForge capability in a supported customer-controlled environment. Choose CPU execution where the product supports it and acceleration where the workload justifies it.](https://spin-forge.com/solutions/private-computation) [View all 17 solution workflows](https://spin-forge.com/workflows) A CONNECTED CUSTOMER PROGRAM ## A useful outcome. A defined delivery. Commission the model, integration and acceptance work needed for your task. Existing products stay independently available. [03 / Scoped customer program ### Improve a computational workflow Commission a bounded performance improvement with source identity, numerical acceptance and the appropriate checking evidence.](https://spin-forge.com/programs/compute-improvement) [Explore decision programs](https://spin-forge.com/decision-systems)