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SpinForge+ Atlas

Conceptual spinforge visual study, not physical hardware

A better answer
begins with a plan.

Optimization software for turning a supported decision model into a checked candidate solution, with execution planning included.

See what it solves
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Available nowCLI MCP HeadlessChoose your access mode

THE PRODUCT, IN PRACTICE

More choices than time.
A decision you can inspect.

When an engineering or planning decision has too many combinations to compare by hand, a score alone is not enough. You need a model that reflects the choices, a run that fits the available compute, and a result you can connect back to the task. SpinForge + Atlas brings modeling, execution planning, solving and result inspection into one application for supported discrete optimization problems.

BUILT FOR
Engineering, operations-research and software-platform teams that already have—or need to define—a discrete decision model.
CHALLENGES → PRODUCT RESPONSE

The problem you face.
What SpinForge + Atlas changes.

01

Too many competing choices

A collection of yes/no choices can become difficult to evaluate as their relationships grow. Manually testing a few combinations can leave useful alternatives unexplored.

SpinForge searches a supported model and returns a candidate assignment with its objective, giving the team a concrete alternative to assess against its current approach.

02

Compute limits become planning limits

A useful model still needs to fit the execution environment. Moving from a small example to a larger workload requires attention to memory and the run configuration.

Atlas adds memory and execution planning so the team can prepare a supported run around its available environment rather than treating resource planning as an unrelated task.

03

The answer is hard to review

A result detached from its inputs and run settings is difficult to compare or carry into an engineering decision.

Returned assignments, objective checks and run records keep the candidate connected to the modeled problem. Your team can review the result before using it downstream.

WHAT YOU GET

A defined capability.
A useful output.

The product scope below describes the capability and outputs to confirm for your release. Custom integration, operated delivery and additional engineering are separately agreed.

01

Model-to-result workflow

Model preparation and solving for the supported Ising, QUBO and Max-Cut scope.

02

Execution planning

Atlas planning and run assessment for the selected CPU/GPU configuration.

03

An inspectable answer

The returned assignment and objective, with the applicable objective-verification record.

04

An integration surface

Command-line access for solving, benchmarking and verification within your existing workflow.

AVAILABLE NOW

One product.
Three ways to work.

SpinForge + Atlas is fully available with CLI, MCP and headless access. Use the interface that fits your terminal, your agents or your automated workflow.

01 / CLI

For your terminal.

Run the product from a terminal or script, alongside the tools your team already uses.

Get CLI access
02 / MCP

For your agents.

Connect MCP-compatible clients and agents to the product’s exposed capabilities.

Get MCP access
03 / HEADLESS

For your workflows.

Operate without a graphical interface in unattended, scheduled or pipeline-driven work.

Set up headless access

Product-specific inputs, hardware requirements and result guarantees still apply. An access mode does not change your license or deployment scope.

Explore all product interfaces
EXAMPLE CUSTOMER WORKFLOW

Compare an engineering decision

A team has a supported binary decision model and an existing candidate. It wants another answer under a fixed compute budget.

Illustrative use of the supported scope, not a customer case study or a measured result.
  1. 01

    Provide the model, current comparison and run constraints.

  2. 02

    Use the planned execution path to obtain a candidate and its checks.

  3. 03

    Compare the original objective and accepted requirements before applying the decision.

THE WORK, IN MOTION

Requirements into decisions.

Explore the product workflow, from your input to a result you can use.

01 / Model

A supported model supplies the choices and relationships.

Interactive explanation. This illustration does not execute customer workloads or display measured performance.

IN YOUR WORKFLOW

Start with your task.
Agree the useful outcome.

Engineering, operations-research and software-platform teams that already have—or need to define—a discrete decision model.

What you bring
The supported model, objective convention, any current baseline, available hardware and the team’s acceptance requirements.
What a useful evaluation measures
  • Original-model objective and accepted constraints
  • Time and memory for the complete run
  • A repeatable record of the candidate and its checks
Where it fits
Use the selected product in a qualified customer environment, or agree a defined implementation with SpinForge. A hosted or managed service is quoted for its actual operating responsibilities; it is not automatically included with software access.
QUESTIONS BEFORE YOU BUY

A clear scope.
No hidden assumptions.

How can we use SpinForge + Atlas?

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.

What is the important product boundary?

Objective verification confirms the reported score; it is not automatically a proof of global optimality. Supported model classes, hardware and deployment rights are agreed for the selected release. This is an optimization component, not a turnkey planning system for every industry.

What comes with the selected license?

The agreed SpinForge + Atlas 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.

Can SpinForge implement or operate it for us?

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 engineering
How do we establish fit before production?

Agree 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 integration
ANNUAL APPLICATION LICENSE$90,000 / year

One named production deployment. Shared engine rights for this application included.

Scope & packages
PUT SPINFORGE + ATLAS TO WORK

Tell us what needs to improve.

Bring a representative workload and the result your team needs. We’ll define the product, deployment and engineering scope around that task.

Discuss this workflow
Related products, workflows and system connections +
ONE PLATFORM / OR A DIRECT PURCHASE

Checked Decisions
with SpinForge + Atlas.

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 capacity
FROM PRODUCT TO CUSTOMER WORKFLOW

A useful outcome.
A defined delivery.

Commission the model, integration and acceptance work needed for your task. Existing products stay independently available.

Explore decision programs
START WITH THIS PRODUCT

Use the software directly or ask us to scope the implementation.

YOUR NEXT MOVELET’S MAKE IT COUNT

Put it
to work.

One capability. A connected workflow.
A team to put it into practice.

patrick@garmolabs.com

FIND YOUR CAPABILITY