--- title: Solution workflows & decision systems | SpinForge url: https://spin-forge.com/workflows description: Seventeen customer-workflow paths, using the same 64-entry portfolio. Nine existing solution routes and eight deeper decision-system engagements. These are… --- SOLUTION WORKFLOWS # Choose the job. Connect the capability. Seventeen customer-workflow paths, using the same 64-entry portfolio. Nine existing solution routes and eight deeper decision-system engagements. These are not seventeen pre-integrated applications. [Start with a decision program](https://spin-forge.com/decision-systems) WHOLE-SYSTEM OPTIMIZATION ## The connection can change the result. Joint configuration, decision-sensitive computation, checked memory, useful future options, exact reformulation and evidence-led improvement. Explore the role of every product and agree a matched system evaluation. [Explore all six connections](https://spin-forge.com/system-synergies) [64-entry interaction map](https://spin-forge.com/system-synergies/product-map) Customer-specific integration opportunities—not added software entitlements or universal performance claims. WHERE DO YOU NEED THE CAPABILITY? ## Before. After. And all the work between. Explore how the offering fits your work. These are navigation and planning guides—not live solver, grading or approval operations. Find a workflow Work type 17 workflows [01 ### Independent result verification Check a supported candidate or proof against the original model—even when another system produced the answer. Understand what passed, what failed and what remains unresolved. Customer-specific workflow](https://spin-forge.com/solutions/result-verification) [02 ### AI decision checks Check an AI-generated configuration, allocation or plan against approved, explicitly modeled requirements before an authorized system acts. Customer-specific workflow](https://spin-forge.com/solutions/ai-decision-checks) [03 ### AI training & evaluation environments Commission a task environment or evaluation suite in which supported mathematical and decision outcomes are checked by code, not judged only by the fluency of an explanation. Customer-specific workflow](https://spin-forge.com/solutions/ai-training-evaluation) [04 ### MCP & agent integrations Connect the selected SpinForge products to compatible AI clients, coding tools and agent workflows through their available MCP interfaces, with CLI and headless alternatives. Customer-specific workflow](https://spin-forge.com/solutions/agent-integrations) [05 ### Performance & release checks Make performance and quality evaluation a repeatable part of your release process. Compare an agreed workload before a change is accepted into production. Customer-specific workflow](https://spin-forge.com/solutions/release-checks) [06 ### Embedded decision services Add a bounded optimization, configuration-checking or re-planning capability to the product your customers already use. Keep your user experience; integrate the computational capability behind it. Customer-specific workflow](https://spin-forge.com/solutions/embedded-decisions) [07 ### Cloud & infrastructure enablement Build a supported optimization, inference-performance or agent-workload offering on your infrastructure, with a clear product boundary and operating model. Customer-specific workflow](https://spin-forge.com/solutions/cloud-provider-services) [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. Customer-specific workflow](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. Customer-specific workflow](https://spin-forge.com/solutions/private-computation) [10 ### Executable decision models Turn business rules, objectives and approved data into a reusable decision model your team can inspect and run. Customer-specific engineering](https://spin-forge.com/solutions/decision-modeling) [11 ### Conflict diagnosis & authorized repair Explain a supported infeasible plan and compare explicitly authorized changes without silently weakening mandatory requirements. Customer-specific engineering](https://spin-forge.com/solutions/conflict-repair) [12 ### Decision history & reoptimization Retain the model, assumptions and result history so changed requirements can be checked and re-evaluated without losing their meaning. Customer-specific engineering](https://spin-forge.com/solutions/decision-history) [13 ### Bounded contingency strategies Study a strategy for explicitly modeled future events, preserving which decisions can use which information. Research engagement](https://spin-forge.com/solutions/contingency-strategies) [14 ### Computational co-design Connect a customer’s calibrated numerical model to constrained decision analysis and measured outcomes. Customer-specific engineering](https://spin-forge.com/solutions/computational-co-design) [15 ### Structure-preserving model preparation Evaluate whether supported structure can reduce a model or connect it to a better-fitting engine while preserving the original problem. Customer-specific engineering](https://spin-forge.com/solutions/structural-model-preparation) [16 ### Optimization-change assurance Pair a narrowly scoped semantic property check with separate numerical and performance evaluation of a computational change. Research engagement](https://spin-forge.com/solutions/optimization-change-assurance) [17 ### Workload-fit evidence Build a permissioned record of which engine and configuration fit a supported workload, including the cost of preparation and checking. Customer-specific engineering](https://spin-forge.com/solutions/workload-fit) DECISION PROGRAMS ## A useful outcome. A defined delivery. Commission the model, integration and acceptance work needed for your task. Existing products stay independently available. [01 / Scoped customer program ### Explain & repair a constrained plan Commission one supported decision model, a scoped conflict analysis and a comparison of permitted repairs.](https://spin-forge.com/programs/plan-diagnosis) [02 / Scoped customer program ### Maintain a recurring decision Commission a revision-aware workflow that keeps models, assumptions, results and evidence connected as inputs change.](https://spin-forge.com/programs/living-decisions) [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)