--- title: AI decision checks | SpinForge url: https://spin-forge.com/solutions/ai-decision-checks description: Check an AI-generated configuration, allocation or plan against approved, explicitly modeled requirements before an authorized system acts. --- [All solution workflows ](https://spin-forge.com/workflows) 02 / ASSURANCE AI DECISION CHECKS # Let AI propose. Keep decisions accountable. Check an AI-generated configuration, allocation or plan against approved, explicitly modeled requirements before an authorized system acts. [Discuss this workflow](https://spin-forge.com/contact?product=workflow-ai-decision-checks&interface=all&brief=SpinForge+solution+request%3A+AI+decision+checks%0A%0ACustomer+objective%3A+%0AExisting+system%3A+%0A%0APlease+scope+the+supported+workflow%2C+selected+products+and+delivery+responsibilities.%0AProducts+to+review%3A+UNISOLVE%2C+GARMO+UCS%2C+GarmoForge%2C+SpinSovereign%2C+AgentForge%0A%0AAcceptance+measures%3A%0A-+Detection+of+the+agreed+invalid+proposals%0A-+Binding+to+the+correct+model+revision%0A-+Decision+latency+and+failure+behavior%0A-+Separation+of+checking+and+action+permission%0A%0AUse+eligible+product+access+for+the+agreed+model.+Custom+proposal+parsing%2C+agent+integration%2C+approval+controls+and+managed+operation+require+a+defined+service+scope.+No+new+blanket+per-agent+fee+is+implied.) [See what you get](https://spin-forge.com/solutions/ai-decision-checks?section=workflow-delivery) Available products. A customer-specific workflow. CLI · MCP · Headless BUILT FOR Enterprise-agent builders, infrastructure platforms and engineering teams introducing AI-assisted decisions. 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 ### A convincing proposal can still break a rule. Natural-language confidence is not a test of resource limits, compatibility or exclusivity. HOW SPINFORGE HELPS Evaluate the supported proposal against a model approved by your team. Return the violated requirements, a checked candidate or an unresolved result instead of relying on confidence alone. 02 ### Rules change after the proposal was made. A decision can be valid for an earlier capacity or policy snapshot and wrong for the current one. HOW SPINFORGE HELPS Attach the evaluation to the accepted rule and input revision. Recheck a supported revision before it proceeds to the next step. 03 ### A rejected proposal leaves the team stuck. Simply blocking a decision may not help an operator find a workable alternative. HOW SPINFORGE HELPS Where the selected product and model support it, request a corrected candidate or compare alternative scenarios. Keep checking separate from execution authorization. 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 ### An agreed decision contract The proposal fields, approved constraints, valid input ranges and required evidence for one defined decision workflow. 02 ### Structured check outcomes Checked, rejected and unresolved outcomes with the relevant failed requirements or proof limitations. 03 ### Optional repair or alternatives A supported re-planning path evaluated against the same original requirements—not an unreviewed rewrite of the policy. 04 ### An approval handoff Integration with the customer-controlled review or execution step, including permissions, spending limits and the operating responsibility. AN ILLUSTRATIVE WORKFLOW ## An assistant proposes GPU placement. An assistant suggests placing work on a set of resources. The current allocation limits and eligibility rules must be checked before an operator approves the change. Explanation only—not a live product run or a claimed customer deployment. 01 / 03 ### Approve the model Your team supplies the decision schema, rule snapshot and proposed allocation. Modeling accuracy is reviewed separately from solving. 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 - Decision schema and current proposal - Human-approved constraints and source data - Failure, unknown and escalation policies - Authorized action boundary and spending limits ### What we measure - Detection of the agreed invalid proposals - Binding to the correct model revision - Decision latency and failure behavior - Separation of checking and action permission THE BOUNDARY A proof applies to the model supplied, not automatically to the original natural-language request. This offering is not a universal hallucination detector, safety certification or grant of agent execution authority. PRODUCTS TO CONSIDER Choose the relevant capability. Not every workflow needs every product. [UNISOLVE](https://spin-forge.com/unisolve) [GARMO UCS](https://spin-forge.com/ucs) [GarmoForge](https://spin-forge.com/garmoforge) [SpinSovereign](https://spin-forge.com/spinsovereign) [AgentForge](https://spin-forge.com/agentforge) HOW TO BUY ## Scope one decision before broad autonomy. Use eligible product access for the agreed model. Custom proposal parsing, agent integration, approval controls and managed operation require a defined service scope. No new blanket per-agent fee is implied. [Review existing plans](https://spin-forge.com/plans?plan=standard&items=unisolve§ion=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. **Will this stop every incorrect AI action?**No. It checks explicit supported requirements. Unmodeled requirements, incorrect source data and execution failures need their own controls. **Can the checker execute the approved action?**Not by default. The customer separately assigns execution authority, approvals and rollback responsibilities. MCP access is not an unrestricted action grant. **Can we start in observation mode?**Yes. A scoped integration can record what would pass or fail without changing the production decision path. **What does the current UNISOLVE release add?**UNISOLVE latest supplied inventory expands admitted optional/variable scheduling and logical reasoning. Select the specific input and check before connecting this workflow to an authorized decision process. 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. [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.](https://spin-forge.com/solutions/result-verification) [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.](https://spin-forge.com/solutions/release-checks) [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. [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) [Explore decision programs](https://spin-forge.com/decision-systems)