SpinForgeA Garmo Labs CompanyDiscuss a workload
All solution workflows 11 / Model & explain

Conflict diagnosis & authorized repair

Know why it fails.
Compare what can change.

Explain a supported infeasible plan and compare explicitly authorized changes without silently weakening mandatory requirements.

Customer-specific engineering
Selected product access: CLI · MCP · Headless

BUILT FOR

Operations and planning owners, configuration-software teams and integrators facing requirements that cannot all be satisfied.

THE CHALLENGE / THE RESPONSE

Start with what
needs to change.

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

01

The system says no without an actionable explanation.

An infeasible result alone does not tell the team which requirements to review.

HOW SPINFORGE HELPS

Map the supported conflict evidence back to named customer requirements and report unresolved diagnostic limits.

02

Someone must choose what to relax.

A solver should not decide that an important obligation is expendable merely to find a solution.

HOW SPINFORGE HELPS

The customer labels protected constraints and allowable changes. We evaluate remedies only within that authorized set and declared cost model.

03

A repair shifts the problem somewhere else.

Changing a deadline or resource can improve one measure while damaging another.

HOW SPINFORGE HELPS

Compare candidate remedies against the same source model, permitted modifications and full acceptance measures; show trade-offs rather than a single unexplained score.

WHAT YOU GET

A usable deliverable.
Not just a score.

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

01

Conflict analysis

A scoped explanation of supported incompatible requirements, tied to the approved model.

02

A permissioned repair model

Explicit protected constraints, allowed changes and the metric used to compare remedies.

03

A remedy comparison

Candidate changes, feasibility checks and objective consequences; minimality only where the relevant proof establishes it.

04

A decision report

A record of approved options, unresolved results and the review needed before implementation.

AN ILLUSTRATIVE WORKFLOW

See the work
in context.

A plant cannot meet every requested due date with its current capacity. Compare an additional shift or a customer-approved deadline change while keeping protected requirements fixed. Illustrative, not a customer case study.

A schedule needs a permitted remedy.

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

01 / 03

Protect the rules

Approve which requirements cannot change and define the exact set of permissible remedies.

QUALIFY THE FIT

Your requirements.
An explicit scope.

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

What you bring

  • Original model and infeasible or weak plan
  • Named requirements and protected constraints
  • Allowed changes with costs or priorities
  • Customer authority and acceptance criteria

What we measure

  • Faithfulness to protected requirements
  • Usefulness of the scoped explanation
  • Feasibility and cost of allowed repairs
  • Correct labels for minimal, partial and unresolved outcomes
PRODUCTS TO CONSIDER

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

UNISOLVEGARMO UCSGarmoForgeMaxSATMIP
HOW TO BUY

Define one useful deployment.

Commission a bounded scope using the existing engineering and licensing options. A $15,000 workload assessment or $30,000 focused sprint may fit a limited first step; neither includes the entire workflow by default. Larger implementation, operated delivery, compute and continuing rights are agreed separately.

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 another product or an already integrated application?

This is a customer-specific engagement using selected existing products. The model, adapters, user experience and acceptance work are scoped before delivery. It does not add another underlying product or establish a completed integration.

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.

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