SpinForgeA Garmo Labs CompanyDiscuss a workload

INDEPENDENT RESULT VERIFICATION

Keep your solver.
Check the result.

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.

Available products. A customer-specific workflow.
CLI · MCP · Headless

BUILT FOR

Optimization teams, engineering-software vendors and integrators that need a second checking path before using a result.

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

The answer arrived without enough evidence.

A successful solver run does not, by itself, explain whether the candidate satisfies the original requirements.

HOW SPINFORGE HELPS

SpinForge checks the supported candidate and objective against the agreed source model and returns a report with separate integrity, solution and mathematical-completion states.

02

You want assurance without replacing the engine.

Changing an established solving workflow can be a larger project than the checking task itself.

HOW SPINFORGE HELPS

Start with a read-only checking step. Keep the existing producer and qualify the format and evidence adapter that connects its output to the selected SpinForge checker.

03

Different outputs are hard to compare.

A changed model, objective convention or numerical assumption can make two apparently similar answers incomparable.

HOW SPINFORGE HELPS

Bind the evaluation to the original inputs and accepted arithmetic or tolerance rules. Compare candidates on that common basis and retain incomplete outcomes.

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

Original-model checks

A defined checking workflow for the admitted model, candidate and evidence combination, with unsupported inputs identified before acceptance.

02

A readable decision report

Separate integrity, candidate and supported proof results, plus the objective and any limitations that affect interpretation.

03

Evidence you can retain

Model/revision identity and the selected product’s checking artifacts, with export and retention arrangements agreed for the deployment.

04

A repeatable integration

CLI, MCP or headless access for the selected product, with an optional adapter and written handover for your environment.

AN ILLUSTRATIVE WORKFLOW

An allocation result needs a second look.

Your current solver proposes an allocation. You want to check the original capacity restrictions and objective before a planner uses it. This is an illustrative workflow, not a customer case study.

Explanation only—not a live product run or a claimed customer deployment.
01 / 03

Bring the original question

Provide the supported original model, candidate and available evidence. Agree which properties must be checked and how much verification work is authorized.

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

  • Original model and candidate output
  • Producer format and version, where relevant
  • Required property and arithmetic/tolerance rules
  • Checking budget, artifact handling and retention needs

What we measure

  • Coverage of the agreed original-model checks
  • Rejection of deliberately invalid candidates
  • Time and cost per verification
  • Correct separation of checked, unproved and unresolved outcomes
PRODUCTS TO CONSIDER

Choose the relevant capability.
Not every workflow needs every product.

UNISOLVEGARMO UCSSATForgemodalgGraphForge
HOW TO BUY

Start with one checking workflow.

Eligible software can use the existing monthly plans. A custom producer adapter, operated checking service, larger proof budget or private rollout is quoted separately. Basic result labels and required checks are not withheld as an upgrade.

PREPARE YOUR SCOPE

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.

Can we keep our existing solver?

Yes. The engagement can focus only on checking a supported output. An adapter may be needed, and third-party format compatibility is established before work is accepted.

Does a passed check prove the whole business decision is correct?

Only the stated properties of the accepted model are checked. Your team must confirm that the model represents the real requirement and that the evidence is sufficient for its intended use.

Do you verify every kind of optimality proof?

No. The admitted checker and proof class are explicit. Unsupported proofs and incomplete checks are reported, not promoted to a successful proof.

What does the current UNISOLVE release add?

UNISOLVE latest supplied inventory keeps solution, optimality, infeasibility, unboundedness and original-source trust separate. Its configured SCIP/VIPR route applies to exact linear-MIP certificates, not ordinary numerical status.

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.

Explore decision programs
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