Available products. A customer-specific workflow. CLI · MCP · Headless
BUILT FOR
Enterprise-agent builders, infrastructure platforms and engineering teams introducing AI-assisted decisions.
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
A convincing proposal can still break a rule.
Natural-language confidence is not a test of resource limits, compatibility or exclusivity.
HOW SPINFORGE HELPS
Evaluate the supported proposal against a model approved by your team. Return the violated requirements, a checked candidate or an unresolved result instead of relying on confidence alone.
02
Rules change after the proposal was made.
A decision can be valid for an earlier capacity or policy snapshot and wrong for the current one.
HOW SPINFORGE HELPS
Attach the evaluation to the accepted rule and input revision. Recheck a supported revision before it proceeds to the next step.
03
A rejected proposal leaves the team stuck.
Simply blocking a decision may not help an operator find a workable alternative.
HOW SPINFORGE HELPS
Where the selected product and model support it, request a corrected candidate or compare alternative scenarios. Keep checking separate from execution authorization.
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
An agreed decision contract
The proposal fields, approved constraints, valid input ranges and required evidence for one defined decision workflow.
02
Structured check outcomes
Checked, rejected and unresolved outcomes with the relevant failed requirements or proof limitations.
03
Optional repair or alternatives
A supported re-planning path evaluated against the same original requirements—not an unreviewed rewrite of the policy.
04
An approval handoff
Integration with the customer-controlled review or execution step, including permissions, spending limits and the operating responsibility.
AN ILLUSTRATIVE WORKFLOW
An assistant proposes GPU placement.
An assistant suggests placing work on a set of resources. The current allocation limits and eligibility rules must be checked before an operator approves the change.
Explanation only—not a live product run or a claimed customer deployment.
01 / 03
Approve the model
Your team supplies the decision schema, rule snapshot and proposed allocation. Modeling accuracy is reviewed separately from solving.
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
Decision schema and current proposal
Human-approved constraints and source data
Failure, unknown and escalation policies
Authorized action boundary and spending limits
What we measure
Detection of the agreed invalid proposals
Binding to the correct model revision
Decision latency and failure behavior
Separation of checking and action permission
PRODUCTS TO CONSIDER
Choose the relevant capability. Not every workflow needs every product.
Use eligible product access for the agreed model. Custom proposal parsing, agent integration, approval controls and managed operation require a defined service scope. No new blanket per-agent fee is implied.
No. It checks explicit supported requirements. Unmodeled requirements, incorrect source data and execution failures need their own controls.
Can the checker execute the approved action?+
Not by default. The customer separately assigns execution authority, approvals and rollback responsibilities. MCP access is not an unrestricted action grant.
Can we start in observation mode?+
Yes. A scoped integration can record what would pass or fail without changing the production decision path.
What does the current UNISOLVE release add?+
UNISOLVE latest supplied inventory expands admitted optional/variable scheduling and logical reasoning. Select the specific input and check before connecting this workflow to an authorized decision process.
RELATED WORK
Another way to move forward.
Use a capability directly or bring it into a wider workflow. The existing products and commercial agreements remain independently available.