--- title: Performance-engineering program catalog | SpinForge url: https://spin-forge.com/engineering/programs description: Specialist engineering around a defined computational or decision problem. Baseline, implementation, evaluation and handover. --- PERFORMANCE ENGINEERING [The full offering ](https://spin-forge.com/platform) # Bring the workload. We’ll do the work. Specialist engineering around a defined computational or decision problem. Baseline, implementation, evaluation and handover. [Discuss your workload](https://spin-forge.com/contact?product=engineering) EXISTING PRODUCTS / EXPANDED INVENTORY ## See the complete family. [SYNTHESIS ### 11 real products Three layers, with Recursive Engine as the meta-system.](https://spin-forge.com/synthesis) [DISCOVERY ### Core, applications & Bench A shared Discovery Core for AMDE and Bio; a separate certified Gset offering.](https://spin-forge.com/discovery) [COMPLETE CATALOG ### 64 named entries Current modules, corrected lineage and explicit product relationships.](https://spin-forge.com/catalog) 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. FOCUSED ENGINEERING ## A smaller start. A defined delivery. Optional, fixed-scope engagements. Start with the help you need, not a mandatory enterprise program. 01 / ONE-TIME ENGAGEMENT ### Guided onboarding Configure one supported environment and work through one example with your team. $5,000 one-time [See the scope](https://spin-forge.com/engineering/guided-onboarding) 02 / ONE-TIME ENGAGEMENT ### Single-workload assessment Evaluate one agreed workload against a defined baseline and decide what is worth changing. $15,000 one-time [See the scope](https://spin-forge.com/engineering/workload-assessment) 03 / ONE-TIME ENGAGEMENT ### Focused optimization sprint Address one tightly scoped bottleneck or standard integration, with a defined engineering-time cap. $30,000 one-time [See the scope](https://spin-forge.com/engineering/focused-sprint) Scopes are confirmed before work begins. Engineering is optional; work already included in a larger engagement is not billed again. Infrastructure, taxes and ongoing production software rights are separate. EIGHT WAYS TO ENGAGE ## Software knowledge. Applied to your system. Project prices are indicative. The deliverables, acceptance criteria, runtime rights and engineering capacity are agreed before work begins. [01 ### Performance Assessment Establish a reproducible baseline, locate costly bottlenecks and define the implementation plan. $50,000–$100,000 one-time project](https://spin-forge.com/engineering/assessment) [02 ### AI Inference & Long-Context Acceleration Improve a defined serving workload’s latency, throughput, memory use or cost under accepted quality requirements. $150,000–$500,000 one-time project](https://spin-forge.com/engineering/inference) [03 ### Mixture-of-Experts Routing Evaluate and improve routing and load balance in a supported mixture-of-experts environment. $150,000–$350,000 one-time project](https://spin-forge.com/engineering/expert-routing) [04 ### GPU Kernel & Pipeline Acceleration Profile a computational pipeline, tune or replace its bottleneck kernels, and deliver tested implementation changes. $100,000–$350,000 one-time project](https://spin-forge.com/engineering/kernels) [05 ### GPU Scheduling & Infrastructure Implement a resource-allocation workflow addressing capacity, placement restrictions, scheduling and operating policies. $200,000–$500,000 one-time project](https://spin-forge.com/engineering/infrastructure) [06 ### Custom Decision-Optimization Systems Translate a real planning problem into a supported formulation, integrate customer data and deploy a usable decision workflow. $250,000–$750,000 one-time project](https://spin-forge.com/engineering/decision-systems) [07 ### EDA & Engineering-Workflow Optimization Improve a defined partitioning, routing or other supported optimization task inside an existing engineering environment. $250,000–$750,000 one-time project](https://spin-forge.com/engineering/eda) [08 ### Hardware & Runtime Migration Port a supported workload to a specified execution environment and verify correctness and performance on the target. $150,000–$500,000 one-time project](https://spin-forge.com/engineering/migration) A DEFINED DELIVERY ## Baseline. Implement. Accept. Deploy. Engineering-only delivery is available. A customer-owned implementation with no retained SpinForge runtime does not automatically require a software subscription. 01 ### Agree what matters. The original workload, accepted quality, operating constraints, target hardware and comparison baseline. 02 ### Deliver the implementation. The scoped integration, code or workflow, documentation and the measurements needed for acceptance. 03 ### Choose the next step. Production licensing where required, optional further engineering and a clear operational handover. [Integration & deployment](https://spin-forge.com/integration) [Continuing engineering](https://spin-forge.com/continuing-engineering) THE EXPANDED PORTFOLIO ## The same delivery discipline. More capabilities. Forge15 adds methods for numerical computing, data search, exact algebra and statistical workloads. StateForge, KX MemoryForge, GridForge and AgentForge add infrastructure options. Engineering scope is tied to the supported product path and customer acceptance plan. [Forge15 tools](https://spin-forge.com/forge15) [AI infrastructure](https://spin-forge.com/infrastructure) [Scope the license](https://spin-forge.com/licensing?tab=forge) DIRECT SPINFORGE DELIVERY ## Bring the model. Commission the work. Model solve-and-check, admitted proof-required analysis, incremental what-if workflows and model integration. Scope the operating environment, budget and evidence before work begins. [Explore the scope](https://spin-forge.com/unisolve/services) CONNECTED WORKFLOWS ## An outcome worth implementing. Use a focused engagement to integrate a checker, an evaluation environment or a repeatable release workflow. [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) [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.](https://spin-forge.com/solutions/ai-training-evaluation) [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) [Explore all 17 solution workflows](https://spin-forge.com/workflows) 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)