Structure-aware optimization software for selecting a supported solving approach and improving or repairing candidate decisions.
Discuss GarmoForgeTHE PRODUCT, IN PRACTICE
A structured optimization problem may need more than another run with the same settings. GarmoForge addresses the formulation and improvement workflow: examine the supported problem, select an appropriate approach and work on the parts of a candidate that need attention. It keeps the original requirements and result checks in view while preserving direct access to SpinForge and other compatible engines.
Repeated runs may keep producing candidates that do not meet the team’s objective or feasibility needs.
GarmoForge provides a supported formulation-and-improvement path, allowing the team to evaluate a different approach rather than only increasing the same run budget.
A usable portion of a decision can coexist with problematic regions or unmet modeled requirements.
The product focuses supported repair work on the parts that need attention, then checks the resulting candidate against the original modeled task.
Independent tools can be useful, but coordinating their inputs, budgets and returned results creates integration work.
GarmoForge gives the qualified workflow a strategy and improvement layer with explicit engine responsibilities. Only compatible, agreed paths are included.
The product scope below describes the capability and outputs to confirm for your release. Custom integration, operated delivery and additional engineering are separately agreed.
A supported way to examine the model and its candidate-improvement requirements.
Formulation, strategy selection and repair capabilities within the delivered scope.
The returned decision and objective for comparison with the starting result.
Applicable original-model checks and evidence connecting the result to the work performed.
GarmoForge is fully available with CLI, MCP and headless access. Use the interface that fits your terminal, your agents or your automated workflow.
Run the product from a terminal or script, alongside the tools your team already uses.
Get CLI accessConnect MCP-compatible clients and agents to the product’s exposed capabilities.
Get MCP accessOperate without a graphical interface in unattended, scheduled or pipeline-driven work.
Set up headless accessProduct-specific inputs, hardware requirements and result guarantees still apply. An access mode does not change your license or deployment scope.
Explore all product interfacesA team has an existing candidate and wants to know whether a different improvement workflow earns its additional execution cost.
Illustrative use of the supported scope, not a customer case study or a measured result.Supply the model, starting candidate and matched evaluation budget.
Apply the qualified GarmoForge workflow with the agreed engines.
Compare feasibility, objective and full runtime against the starting approach.
Illustrative workflow. No customer computation is performed on this page.
Inspect the supported model’s structure and its starting solution.
Optimization engineers working on structured graphs, engineering subproblems or constrained decision workflows.
CLI, MCP and headless access are all available. Run from a terminal or script, connect an MCP-compatible client, or use the product without a graphical interface. Choose the mode during onboarding and receive its setup instructions. Runtime requirements and supported operations remain product-specific.
A repaired region or improved candidate is not automatically a globally proven optimum. Cross-engine paths are qualified rather than assumed. The add-on price applies to one named workflow; broader deployment and engine rights need their own scope.
The agreed GarmoForge release, its supported interfaces and outputs, the applicable checks and the support stated in your order. The plan defines users, workflow, environment and capacity. Source-code transfer, unrestricted redistribution and bespoke engineering are not automatically included.
Request a scoped engineering or operated-service proposal. It identifies what our team delivers, where the workload runs, infrastructure costs, acceptance requirements and ongoing support. Your software subscription alone does not activate a hosted runtime.
Explore engineeringAgree the model or workload, current baseline, environment, required output and acceptance tests. Evaluate the selected release against those conditions. A product description or a test count does not establish a gain on a different customer workload.
Plan an integrationIndicative add-on for one named workflow in an existing licensed environment.
Licensing optionsBring a representative workload and the result your team needs. We’ll define the product, deployment and engineering scope around that task.
Activate this capability inside a qualified checked decisions workflow. Compatible methods and required shared checking are included once within that workflow; the product remains independently purchasable.
Capacity, release, environment, result contract and operating responsibilities are specified before activation. Choosing an additional method is not permission to add an unrelated workload or unqualified deployment.
Explore Checked Decisions Choose workflow capacityCommission the model, integration and acceptance work needed for your task. Existing products stay independently available.
Commission one supported decision model, a scoped conflict analysis and a comparison of permitted repairs.
02 / Scoped customer programCommission a revision-aware workflow that keeps models, assumptions, results and evidence connected as inputs change.
Use the software directly or ask us to scope the implementation.
One capability. A connected workflow.
A team to put it into practice.