SpinForgeA Garmo Labs CompanyDiscuss a workload
All decision programs 01 / Decision program

Explain & repair a constrained plan

A plan you can explain.
A change you can approve.

Commission one supported decision model, a scoped conflict analysis and a comparison of permitted repairs.

Scoped customer program
Selected product access: CLI · MCP · Headless

BUILT FOR

Operations, configuration and planning teams with a named decision owner.

THE CHALLENGE / THE RESPONSE

Start with what
needs to change.

Agree the business requirement, model and outcome before choosing the implementation.

01

The requirement is not yet executable.

Ambiguous units and priorities make even a correct solver result difficult to accept.

HOW SPINFORGE HELPS

Start with a customer-approved rule and data map linked to a supported model.

02

The existing plan fails.

A failure label alone does not describe the permitted route forward.

HOW SPINFORGE HELPS

Qualify the diagnostic scope and evaluate only customer-authorized changes.

03

A remedy is difficult to approve.

The team needs the trade-off, evidence and current requirements in one place.

HOW SPINFORGE HELPS

Deliver a comparison and acceptance record for a named human or system owner.

WHAT YOU GET

A usable deliverable.
Not just a score.

The written scope names the inputs, implementation, evidence and handover your team receives.

01

Approved decision model

Rules, units, objectives, source mapping and customer acceptance examples.

02

Scoped conflict and remedy analysis

Protected constraints, authorized change choices and relevant result evidence.

03

A candidate comparison

Feasibility, cost and remaining uncertainty for the options within scope.

04

A handover package

A repeatable invocation and review workflow with roles and deployment rights defined.

AN ILLUSTRATIVE WORKFLOW

See the work
in context.

Take a resource or configuration decision from approved requirements through allowed remedies. The exact domain and diagnostics are qualified before contracting. Illustrative, not a prebuilt vertical application.

One constrained plan, from question to review.

Illustration of the engagement, not a live solver or a customer case study.

01 / 03

Approve the decision contract

Define the business model and which requirements can change.

QUALIFY THE FIT

Your requirements.
An explicit scope.

The following inputs and measures guide the proposal and acceptance plan.

What you bring

  • Named decision owner and current baseline
  • Requirements, data and protected rules
  • Permitted remedies and comparison metric
  • Acceptance and operating responsibilities

What we measure

  • Model agreement
  • Protected-rule preservation
  • Usefulness and cost of allowed remedies
  • Repeatable execution and customer acceptance
PRODUCTS TO CONSIDER

Select only what the task needs.
These links do not assert a completed combined integration.

UNISOLVEGARMO UCSGarmoForgeMaxSATMIP
HOW TO BUY

One contract for the agreed work.

Use the existing $15,000 workload assessment or $30,000 focused sprint only when its bounded scope fits. A full program receives a written proposal covering implementation, acceptance, compute and continued software rights. No additional mandatory subscription or duplicate component fees.

PREPARE YOUR SCOPE

Prepared locally. Review and send through your email application. No model upload, job execution, payment or account activation occurs here.

BEFORE YOU BUY

A few useful
distinctions.

Is this a new product?

No. It is a way to commission selected existing products and the customer-specific engineering needed to deliver one defined decision process. The portfolio remains 64 named catalog entries.

Can we use our existing software?

Yes, where its input, output and operating interfaces fit the agreed scope. A custom adapter may be required. The existing tools do not have to be replaced to qualify one useful component.

How are price and acceptance set?

Agree the baseline, required result, explicit limits, delivery capacity and acceptance tests before work begins. Existing software rates remain unchanged; engineering already included in a larger scope is not charged twice.

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.

Customer-specific integration opportunities—not added software entitlements or universal performance claims.

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